Licences
Neigh is built on other people's work. Every component below is in the app you downloaded, and each is reproduced with the licence it was released under. This page is generated from the build itself, so a component cannot ship without appearing here.
@capacitor/core 8.5.0
MIT
MIT License Copyright (c) 2017-present Drifty Co. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
@capacitor/haptics 8.0.2
MIT
Copyright 2020-present Ionic https://ionic.io MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
@capacitor/keyboard 8.0.5
MIT
Copyright 2020-present Ionic https://ionic.io MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
@capacitor/local-notifications 8.3.1
MIT
Copyright 2020-present Ionic https://ionic.io MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
@capacitor/status-bar 8.0.3
MIT
Copyright 2020-present Ionic https://ionic.io MIT License Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
@tensorflow/tfjs-backend-cpu 4.22.0
Apache-2.0 — full text of the Apache License below
Copyright 2021 Google LLC. All Rights Reserved. Copyright 2020 Google LLC. All Rights Reserved. Copyright 2019 Google LLC. All Rights Reserved. Copyright 2023 Google LLC. Copyright 2022 Google LLC. All Rights Reserved. Copyright 2022 Google LLC. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. =============================================================================
@tensorflow/tfjs-backend-wasm 4.22.0
Apache-2.0 — full text of the Apache License below
Copyright 2019 Google LLC. All Rights Reserved. Copyright 2020 Google LLC. All Rights Reserved. Copyright 2023 Google LLC. Copyright 2021 Google LLC. All Rights Reserved. Copyright 2022 Google LLC. All Rights Reserved. Copyright 2022 The TensorFlow Authors. All Rights Reserved. Copyright 2023 Google LLC. All Rights Reserved. Copyright 2020 Google Inc. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. =============================================================================
@tensorflow/tfjs-backend-webgl 4.22.0
Apache-2.0 — full text of the Apache License below
Copyright 2019 Google LLC. All Rights Reserved. Copyright 2017 Google LLC. All Rights Reserved. Copyright 2020 Google Inc. All Rights Reserved. Copyright 2018 Google LLC. All Rights Reserved. Copyright 2023 Google LLC. Copyright 2022 Google LLC. All Rights Reserved. Copyright 2020 Google LLC. All Rights Reserved. Copyright 2021 Google LLC. All Rights Reserved. Copyright 2022 Google LLC. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. =============================================================================
@tensorflow/tfjs-converter 4.22.0
Apache-2.0 — full text of the Apache License below
Copyright 2019 Google LLC. All Rights Reserved. Copyright 2018 Google LLC. All Rights Reserved. Copyright 2020 Google LLC. All Rights Reserved. Copyright 2021 Google LLC. All Rights Reserved. Copyright 2022 Google LLC. All Rights Reserved. Copyright 2023 Google LLC. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. =============================================================================
@tensorflow/tfjs-core 4.22.0
Apache-2.0 — full text of the Apache License below
Copyright 2020 Google LLC. All Rights Reserved. Copyright 2018 Google LLC. All Rights Reserved. Copyright 2021 Google LLC. All Rights Reserved. Copyright 2019 Google LLC. All Rights Reserved. Copyright 2020 Google Inc. All Rights Reserved. Copyright 2017 Google LLC. All Rights Reserved. Copyright 2023 Google LLC. Copyright 2022 Google LLC. All Rights Reserved. Copyright 2022 Google LLC. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. =============================================================================
long 4.0.0
Apache-2.0
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.
You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.
END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
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Copyright [yyyy] [name of copyright owner]
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
onnxruntime-web 1.29.0
MIT
Copyright (c) Microsoft Corporation. All rights reserved. ONNX Runtime Web v1.29.0 Licensed under the MIT License. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
posthog-js 1.433.3
(Apache-2.0 AND MIT)
Copyright 2020 Posthog / Hiberly, Inc.
Copyright 2015 Mixpanel, Inc.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this work except in compliance with the License.
You may obtain a copy of the License below, or at:
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not
pertain to any part of the Derivative Works, in at least one
of the following places: within a NOTICE text file distributed
as part of the Derivative Works; within the Source form or
documentation, if provided along with the Derivative Works; or,
within a display generated by the Derivative Works, if and
wherever such third-party notices normally appear. The contents
of the NOTICE file are for informational purposes only and
do not modify the License. You may add Your own attribution
notices within Derivative Works that You distribute, alongside
or as an addendum to the NOTICE text from the Work, provided
that such additional attribution notices cannot be construed
as modifying the License.
You may add Your own copyright statement to Your modifications and
may provide additional or different license terms and conditions
for use, reproduction, or distribution of Your modifications, or
for any such Derivative Works as a whole, provided Your use,
reproduction, and distribution of the Work otherwise complies with
the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise,
any Contribution intentionally submitted for inclusion in the Work
by You to the Licensor shall be under the terms and conditions of
this License, without any additional terms or conditions.
Notwithstanding the above, nothing herein shall supersede or modify
the terms of any separate license agreement you may have executed
with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade
names, trademarks, service marks, or product names of the Licensor,
except as required for reasonable and customary use in describing the
origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or
agreed to in writing, Licensor provides the Work (and each
Contributor provides its Contributions) on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
implied, including, without limitation, any warranties or conditions
of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
PARTICULAR PURPOSE. You are solely responsible for determining the
appropriateness of using or redistributing the Work and assume any
risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory,
whether in tort (including negligence), contract, or otherwise,
unless required by applicable law (such as deliberate and grossly
negligent acts) or agreed to in writing, shall any Contributor be
liable to You for damages, including any direct, indirect, special,
incidental, or consequential damages of any character arising as a
result of this License or out of the use or inability to use the
Work (including but not limited to damages for loss of goodwill,
work stoppage, computer failure or malfunction, or any and all
other commercial damages or losses), even if such Contributor
has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing
the Work or Derivative Works thereof, You may choose to offer,
and charge a fee for, acceptance of support, warranty, indemnity,
or other liability obligations and/or rights consistent with this
License. However, in accepting such obligations, You may act only
on Your own behalf and on Your sole responsibility, not on behalf
of any other Contributor, and only if You agree to indemnify,
defend, and hold each Contributor harmless for any liability
incurred by, or claims asserted against, such Contributor by reason
of your accepting any such warranty or additional liability.
END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following
boilerplate notice, with the fields enclosed by brackets "[]"
replaced with your own identifying information. (Don't include
the brackets!) The text should be enclosed in the appropriate
comment syntax for the file format. We also recommend that a
file or class name and description of purpose be included on the
same "printed page" as the copyright notice for easier
identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
---
The @posthog/core package in packages/core is licensed under the MIT License below.
Third-party code remains subject to its respective notices in this file.
This owning notice is preserved from posthog-js-lite, from which @posthog/core was migrated:
https://github.com/PostHog/posthog-js-lite/blob/5fb7bee96f739b243dfea5589e2027f16629e8cd/LICENSE
MIT License
Copyright (c) 2022 PostHog (part of Hiberly Inc)
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
---
packages/core/src/error-tracking/parsers/index.ts and its compiled distributions contain code
derived from TraceKit. This license only applies to the relevant code.
MIT License
Copyright (c) 2013 Onur Can Cakmak onur.cakmak@gmail.com and all TraceKit contributors.
Permission is hereby granted, free of charge, to any person obtaining a copy of this
software and associated documentation files(the 'Software'), to deal in the Software
without restriction, including without limitation the rights to use, copy, modify,
merge, publish, distribute, sublicense, and / or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to the following
conditions:
The above copyright notice and this permission notice shall be included in all copies
or substantial portions of the Software.
THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
PARTICULAR PURPOSE AND NONINFRINGEMENT.IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE
OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
---
packages/core/src/vendor/uuidv7.ts and its compiled distributions contain code from uuidv7:
https://github.com/LiosK/uuidv7/blob/f30b7a7faff73afbce0b27a46c638310f96912ba/src/index.ts
Copyright 2021-2023 LiosK
This code is licensed under the Apache License, Version 2.0, reproduced above.
---
Some files in this codebase contain code from getsentry/sentry-javascript.
In such cases it is explicitly stated in the file header. This license only applies to the relevant code in such cases.
MIT License
Copyright (c) 2012 Functional Software, Inc. dba Sentry
Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the "Software"), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies
of the Software, and to permit persons to whom the Software is furnished to do
so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
---
Some files in this codebase contain code from getsentry/sentry-react-native.
In such cases it is explicitly stated in the file header. This license only applies to the relevant code in such cases.
The MIT License (MIT)
Copyright (c) 2017 Sentry
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
---
Some files in this codebase contain code from facebook/metro by Meta Platforms, Inc. and affiliates.
In such cases it is explicitly stated in the file header. This license only applies to the relevant code in such cases.
MIT License
Copyright (c) Meta Platforms, Inc. and affiliates.
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
---
Some files in this codebase contain code from expo/expo by 650 Industries, Inc. (aka Expo).
In such cases it is explicitly stated in the file header. This license only applies to the relevant code in such cases.
The MIT License (MIT)
Copyright (c) 2015-present 650 Industries, Inc. (aka Expo)
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
---
Some files in this codebase contain code from agentcathq/agentcat-typescript-sdk (formerly MCPCat/mcpcat-typescript-sdk).
In such cases it is explicitly stated in the file header. This license only applies to the relevant code in such cases.
MIT License
Copyright (c) 2025 AgentCat, Inc. (formerly MCPcat)
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
seedrandom 3.0.5
MIT
Copyright 2019 David Bau. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Trained models
These are not code libraries and no bundler can see them, so they are declared rather than derived - and the build fails if the file on disk is not the one declared here. Each is on the phone, and each carries the licence it was released under or, for one we trained ourselves, the credits its training data asks for.
YOLOX-Nano (the person sieve, web/personSieve.ts) Megvii-BaseDetection release 0.1.1rc0
Apache-2.0 — full text of the Apache License below
Source: https://github.com/Megvii-BaseDetection/YOLOX/releases/download/0.1.1rc0/yolox_nano.onnx
sha256: c789161ed43c8269fcd4e67c67eeeb4e80c622da2eb296a20bc6007bd18a0b7d
Licence: https://raw.githubusercontent.com/Megvii-BaseDetection/YOLOX/main/LICENSE
(sha256 0ec3668d3274bcf29e8a29e9576d5a2cd96fc78d3c5bec4387355a796e5d9088)
Trained on: COCO 2017 - annotations under Creative Commons Attribution 4.0, images under their own per-photo terms. Same posture as RTMPose on AP-10K.
Provenance: WEAK-BUT-CLEAN, and recorded as weak on purpose. The governing document is the YOLOX repository-root LICENSE (Apache-2.0, fetched 2026-09-19, HTTP 200, 11,371 bytes, sha256 0ec3668d...9088) and the weights are published as release assets of that repository. The README has no licence section and nothing sits beside the file saying what it is under, so this is weaker evidence than a LICENSE file in the same directory as the artifact. It is not the YOLO-NAS trap - there a separate weights licence exists and forbids production; here no separate licence exists at all. Same posture MobileSAM was accepted under. The file shipped is byte-identical to the release asset, which is the one thing that CAN be pinned, and it is pinned here and in test/personSieve.test.ts.
Landmark student r4-A (ear bases, eyes and nose; web/landmarkRead.ts) landmark loop round 4, arm A, 24 Sep 2026
Our own model. Its training data is CC BY 4.0 and CC BY 2.0, and every credit that data asks for is below.
Source: Trained by us (animal-speech-forensics research/synthetic_landmarks; MobileNetV3-Small with a heatmap head, 986,555 parameters, random initialisation, no ImageNet weights), exported to ONNX with fp16 weights. Not downloaded from anywhere. sha256: 495d4946ae4773bbd96d9397ba28a53ed1ba674cadd1eca1948a37fdaf4024c3 Trained on: Renders of one CC BY 4.0 3D horse made here with Blender under CC0 lighting, and 142 CC BY 2.0 Flickr photographs from the Animals with Attributes 2 archive with MIT-licensed AwA-Pose keypoints (116 for training, 26 for validation). No CC BY-SA, non-commercial, research-only or unknown-licence material, and none of the founder's test frames. Provenance: OURS, with ATTRIBUTION OWED. The weights are this project's own work; what travels with them is the credit the training data's licences ask for, which is the list below (the mesh, the lighting, the keypoints and each photograph, re-checked at Flickr on 2026-09-23). The file is checked byte for byte here and in test/landmarkRead.test.ts, so a re-export cannot ship under this row.
Credits for the training data:
Synthetic training images rendered from "HORSE [DRAFT HORSE]" by BlueMesh (https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: eyeballs replaced, mane/forelock skinned to the rig, keypoint markers added, re-posed and re-lit. HDRIs and textures from Poly Haven (https://polyhaven.com), CC0 1.0; no attribution required, credited anyway. Keypoint annotations for the photographs: AwA-Pose, MIT licence, (c) 2021 Prianka Banik (https://github.com/prinik/AwA-Pose/blob/main/LICENSE.txt). The photographs are from the Animals with Attributes 2 archive (Flickr originals), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/): 116 used for training and 26 for validation. None is reproduced in the app; they are credited because the model was trained on them. "_D7K4352" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/6174791455/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "_MG_3086" by flavianmihai (https://www.flickr.com/photos/flavian-mihai/14807763486/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "~Legacy~" by monica king (https://www.flickr.com/photos/bluebelltwist/3035348123/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2 horses" by Jannes Pockele (https://www.flickr.com/photos/jpockele/195259269/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "3. Juli 2011" by barockschloss (https://www.flickr.com/photos/barockschloss/5896878824/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "100_0401" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260206868/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2012-02-16 08.47.40.jpg" by Michael McKechnie (https://www.flickr.com/photos/mckechnie/7019253761/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "140424__Altaussee_03" by Tauralbus (https://www.flickr.com/photos/alfreddiem/14815496038/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2013/365/1 You Cannot Resist My Blue Eyes, Baby" by Alan Levine (https://www.flickr.com/photos/cogdog/8336756624/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A horse is a horse, of course, of course." by Brad Holt (https://www.flickr.com/photos/brad_holt/2533236593/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A Horse Named "Bob"" by Alan Levine (https://www.flickr.com/photos/cogdog/8708656685/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A warmblood trotting" by Alikai (https://www.flickr.com/photos/alikai/1377899322/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "ada cole 020" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3674689867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Allie the horse" by Derek Jensen (https://www.flickr.com/photos/firechickenta99/3232787428/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "American Crème Horse" by luagh45 (https://www.flickr.com/photos/luagh45/6423046541/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Angelo 1" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14145187647/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "At full speed?" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4619998884/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "August 4th 013" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002442/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Baby Clyd" by RichardBH (https://www.flickr.com/photos/rbh/15055949350/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Beach Horse" by Smabs Sputzer (1956-2017) (https://www.flickr.com/photos/10413717@N08/17307810420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bearded horse" by Arun Marsh (https://www.flickr.com/photos/arunmarsh/3207168559/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bellezza" by Rosmarie Voegtli (https://www.flickr.com/photos/rvoegtli/7598961342/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Berry Horse" by Pavel (https://www.flickr.com/photos/blueriotriver/3131585811/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black cob on the move" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675522584/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse #2" by hibino (https://www.flickr.com/photos/hibino/4412968/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse" by Tim Green (https://www.flickr.com/photos/atoach/7685850940/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bleu eyed horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3173734610/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bloody nose." by craigfinlay (https://www.flickr.com/photos/poisonbabyfood/2755698030/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "blue eyed horse" by christina rutz (https://www.flickr.com/photos/paparutzi/2911260729/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Blue roan" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675544296/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bo" by Matt Billings (https://www.flickr.com/photos/93709202@N03/8521230417/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bold Thady Quill" by Florian Christoph (https://www.flickr.com/photos/113417287@N08/15069406877/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Boston" by sara.lauderdale (https://www.flickr.com/photos/22888902@N04/4435966029/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Braunes Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/4620090155/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bridleless" by monica king (https://www.flickr.com/photos/bluebelltwist/2043454625/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Brown horse" by Artandbeautyfreak (https://www.flickr.com/photos/81056690@N03/7614072270/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "browsing hay" by Sheila in Moonducks (https://www.flickr.com/photos/aspis7/4662637787/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Caleb's Posse - 2011 Kings Bishop" by Mike Lizzi (https://www.flickr.com/photos/ragingmike/6161398691/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Call Me Windy" by Alan Levine (https://www.flickr.com/photos/cogdog/5924868809/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Carrma, Camilla" by ComposerLady (https://www.flickr.com/photos/10775794@N00/5079550748/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "cavalli" by cristina.sanvito (https://www.flickr.com/photos/40385177@N07/6190200693/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance and Kassi" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077390365/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077387935/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "charlie run" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002334/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cheetos labour 17" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002680/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chestnut Quarter Horse, eighteen years old" by Samantha (https://www.flickr.com/photos/26793118@N04/2509971132/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "CIMG1828.JPG" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259283673/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Claygate horse2" by David Howard (https://www.flickr.com/photos/satguru/3375792867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Clydesdale Horse" by eflon (https://www.flickr.com/photos/eflon/2308031879/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cold Horse" by firemedic58 (https://www.flickr.com/photos/50841708@N00/2749285156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Columbo" by Sarah (https://www.flickr.com/photos/prevamp/7112367711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Corrie ♥" by Sarah (https://www.flickr.com/photos/prevamp/7112366827/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Dölzschenfield" by 9Bubblé (https://www.flickr.com/photos/9bubble/8072226161/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DPP_0079" by Jordy de Nie (https://www.flickr.com/photos/jdenie/5289794413/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0045.JPG" by Raymond Brow (https://www.flickr.com/photos/ilesdelamadeleine/283750753/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0182" by rufus.kahler (https://www.flickr.com/photos/rufuskahler/1383921354/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0249" by Chef Lukas (https://www.flickr.com/photos/hoplab/19184043764/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0255" by Chef Lukas (https://www.flickr.com/photos/hoplab/19811451671/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0263-47" by Robert & Pat Rogers (https://www.flickr.com/photos/kasilof/4800105389/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC01196" by MM W (https://www.flickr.com/photos/colormyday/7911173606/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC06558cc" by David Williss (https://www.flickr.com/photos/dwilliss/8084131373/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN0800" by flightlog (https://www.flickr.com/photos/flightlog/8063592005/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN1335" by Rachel Sandwick (https://www.flickr.com/photos/31695159@N06/3448946954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN7255" by Hunter Desportes (https://www.flickr.com/photos/hdport/8301123474/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Encouragement" by Janet Ramsden (https://www.flickr.com/photos/ramsd/7346522768/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Eowyn Feeding Horse" by Paul Schultz (https://www.flickr.com/photos/pasfam/3550742586/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Equine Portrait" by Don O'Brien (https://www.flickr.com/photos/dok1/1434734495/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Etalon Percheron" by Eponimm (https://www.flickr.com/photos/eponimm/8963814026/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fairy Horse" by Barbara Willi (https://www.flickr.com/photos/barbara-pictures/6170175705/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fjord horse" by Jon Olav Eikenes (https://www.flickr.com/photos/jonolave/3730305562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000009" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260014796/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000013" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260015740/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000015" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259219499/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Föl" by Anemone Nemorosa (https://www.flickr.com/photos/30793727@N05/4759818283/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Freeman Stables" by TexasDarkHorse (https://www.flickr.com/photos/utahdarkhorse/3722946062/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Squeezyboy (https://www.flickr.com/photos/squeezyboy/57640210/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by William Garrett (https://www.flickr.com/photos/billgarrett-newagecrap/1462519366/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Clinton Steeds (https://www.flickr.com/photos/cwsteeds/4924168197/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friesian beauty 2" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4295551436/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Frysian horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3385518386/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gelding" by Bubblejewel96 (https://www.flickr.com/photos/50657150@N03/4949882437/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gem 006" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002098/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Grey Pony" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/5922674116/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hannes" by gerriet (https://www.flickr.com/photos/gerriet/2749686864/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4360252546/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy Horse" by Tim Green (https://www.flickr.com/photos/atoach/6338048032/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hazy Horse" by emifaulk (https://www.flickr.com/photos/emifaulk/2931366420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Heavy" by Erich Ferdinand (https://www.flickr.com/photos/erix/5050174394/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello Darlin" by The_Gut (https://www.flickr.com/photos/frogbelly/2131425013/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello?" by Ken Banks (https://www.flickr.com/photos/kiwanja/7480969128/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hestur" by Soffía Snæland (https://www.flickr.com/photos/soffias/2189959323/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "hihihihi...too cute!! :-)" by *highlimitzz (https://www.flickr.com/photos/highlimitstudio/1393728447/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse at Lift me Up" by Kathleen Tyler Conklin (https://www.flickr.com/photos/ktylerconk/2082883534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse by hotel" by Nigel Hoult (https://www.flickr.com/photos/nh53/14811018439/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf (1),contemplative" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5495262677/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(5)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524482658/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(6)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524540512/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse In Field" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/4434305885/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in snow" by Rob Havermans (https://www.flickr.com/photos/47379515@N06/4344394440/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse of the Prarie*" by BRENDA MICHELLE (https://www.flickr.com/photos/daisy_girl/3420493562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse Portrait" by Adrian Parnham (https://www.flickr.com/photos/adrian_parnham/3207284009/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power..." by Jannes Pockele (https://www.flickr.com/photos/jpockele/142833095/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power" by Paulius Malinovskis (https://www.flickr.com/photos/134741223@N04/21739726711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse with birds" by bagsgroove (https://www.flickr.com/photos/bagsgroove/7190207903/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "horse" by Lindsey Turner (https://www.flickr.com/photos/theogeo/2326296530/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse" by Bart Rousseau (https://www.flickr.com/photos/drbartje/2622125236/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "norwegian fjord horse mare" by jutuzga (https://www.flickr.com/photos/22478339@N05/2171584380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Paint Horse - Tobiano" by luagh45 (https://www.flickr.com/photos/luagh45/6423046363/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "peppery horse" by normanack (https://www.flickr.com/photos/29278394@N00/635330688/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd 2" by ObjektivKRAFT (https://www.flickr.com/photos/objektivkraft/4761725600/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/6424261997/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd2" by Stephan Wellbrock (https://www.flickr.com/photos/fotowellede/9629301966/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony" by steve lodefink (https://www.flickr.com/photos/lodefink/891416169/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony2" by scott wright (https://www.flickr.com/photos/sjwpics/2511856273/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pride" by DarrelBirkett (https://www.flickr.com/photos/darrelbirkett/4956267471/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Queensbury Horses 3" by Tim Green (https://www.flickr.com/photos/atoach/7678724798/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Reiterhof Steindamm 1955 Kopie" by Vivien Schmoller (https://www.flickr.com/photos/89808348@N08/8161628156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Ruhendes Pferd" by Gerd Bilow (https://www.flickr.com/photos/gerd_bilow/4570679615/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sahira" by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2483080420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Schimmel" by barockschloss (https://www.flickr.com/photos/barockschloss/7596030178/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Shire horse" by Marie Hale (https://www.flickr.com/photos/15016964@N02/5921574489/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Silver" by Andrew Gould (https://www.flickr.com/photos/arthwollipot/5038392253/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Soon to be two!" by Barbara Walsh (https://www.flickr.com/photos/barbarawalsh/5941901801/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sun Light On Horse" by Paul (https://www.flickr.com/photos/vegaseddie/6798024484/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "The grass is greener ..." by Tim Green (https://www.flickr.com/photos/atoach/7172057338/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Thoroughbred" by lovelychristy02 (https://www.flickr.com/photos/9208231@N02/1120334380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Tri-coloured cob 2" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675520158/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4084306943/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4085080390/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Leandro Martinez (https://www.flickr.com/photos/leandromartinez/8035888628/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/14000448079/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/17942180525/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Tim Green (https://www.flickr.com/photos/atoach/5087447054/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Jackie (https://www.flickr.com/photos/jfinnirwin/5728521588/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White horse" by Francisco Gonzalez (https://www.flickr.com/photos/franciscojgonzalez/8081793745/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Who Ya Calling Ed?" by Alan Levine (https://www.flickr.com/photos/cogdog/5925432028/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Wild Horses" by firelizard5 (https://www.flickr.com/photos/firelizard5/13679479875/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "WS-Animals-Rosice-27" by WonderfulSnaps.com (https://www.flickr.com/photos/wonderfulsnaps/15022534534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Y422" by Tim Green (https://www.flickr.com/photos/atoach/7177584570/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Young Horse" by isamiga76 (https://www.flickr.com/photos/33852840@N06/3462265758/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zeilitzheim - View East" by barockschloss (https://www.flickr.com/photos/barockschloss/5801506154/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zuri-zuria" by Mikel Garcia Idiakez (https://www.flickr.com/photos/mikel450/3990333954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT)
Eye-visibility student et1-B (whether an eye is in view where no ear was found; web/eyeFallback.ts) eye/ear tracker round 1, arm B, 29 Sep 2026
Our own model. Its training data is CC BY 4.0 and CC BY 2.0, and every credit that data asks for is below.
Source: Trained by us (animal-speech-forensics research/eye_tracker; the landmark student r4-A above, fine-tuned to ten points with a visibility score each, 986,750 parameters), exported to ONNX with fp16 weights. Not downloaded from anywhere. sha256: 2df07dedcc65e9126c2bf89c29e89a67809e3217bb6e40e3905af9f56bfa01fd Trained on: Renders of one CC BY 4.0 3D horse made here with Blender under CC0 lighting (tack, props and a primitive mannequin modelled here), and the same 142 CC BY 2.0 Flickr photographs from the Animals with Attributes 2 archive with MIT-licensed AwA-Pose keypoints as r4-A (116 for training, 26 for validation). No CC BY-SA, non-commercial, research-only or unknown-licence material, and none of the founder's test frames. Provenance: OURS, with ATTRIBUTION OWED. The weights are this project's own work; what travels with them is the credit the training data's licences ask for, which is the list below (the mesh, the lighting, the keypoints and each photograph, taken from the run's own training manifest). The file is checked byte for byte here, in test/modelPins.test.ts and at load in web/eyeFallback.ts, so a re-export cannot ship under this row.
Credits for the training data:
Synthetic training images rendered from "HORSE [DRAFT HORSE]" by BlueMesh (https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: eyeballs replaced, mane/forelock skinned to the rig, head-shape morphs, keypoint markers added (including a poll point), re-posed and re-lit; tack, props and a primitive mannequin modelled here (own work). HDRIs and textures from Poly Haven (https://polyhaven.com), CC0 1.0; no attribution required, credited anyway. Keypoint annotations for the photographs: AwA-Pose, MIT licence, (c) 2021 Prianka Banik (https://github.com/prinik/AwA-Pose/blob/main/LICENSE.txt). The photographs are from the Animals with Attributes 2 archive (Flickr originals), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/): 116 used for training and 26 for validation. None is reproduced in the app; they are credited because the model was trained on them. "_D7K4352" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/6174791455/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "_MG_3086" by flavianmihai (https://www.flickr.com/photos/flavian-mihai/14807763486/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "~Legacy~" by monica king (https://www.flickr.com/photos/bluebelltwist/3035348123/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2 horses" by Jannes Pockele (https://www.flickr.com/photos/jpockele/195259269/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "3. Juli 2011" by barockschloss (https://www.flickr.com/photos/barockschloss/5896878824/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "100_0401" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260206868/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2012-02-16 08.47.40.jpg" by Michael McKechnie (https://www.flickr.com/photos/mckechnie/7019253761/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "140424__Altaussee_03" by Tauralbus (https://www.flickr.com/photos/alfreddiem/14815496038/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2013/365/1 You Cannot Resist My Blue Eyes, Baby" by Alan Levine (https://www.flickr.com/photos/cogdog/8336756624/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A horse is a horse, of course, of course." by Brad Holt (https://www.flickr.com/photos/brad_holt/2533236593/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A Horse Named "Bob"" by Alan Levine (https://www.flickr.com/photos/cogdog/8708656685/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A warmblood trotting" by Alikai (https://www.flickr.com/photos/alikai/1377899322/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "ada cole 020" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3674689867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Allie the horse" by Derek Jensen (https://www.flickr.com/photos/firechickenta99/3232787428/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "American Crème Horse" by luagh45 (https://www.flickr.com/photos/luagh45/6423046541/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Angelo 1" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14145187647/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "At full speed?" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4619998884/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "August 4th 013" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002442/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Baby Clyd" by RichardBH (https://www.flickr.com/photos/rbh/15055949350/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Beach Horse" by Smabs Sputzer (1956-2017) (https://www.flickr.com/photos/10413717@N08/17307810420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bearded horse" by Arun Marsh (https://www.flickr.com/photos/arunmarsh/3207168559/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bellezza" by Rosmarie Voegtli (https://www.flickr.com/photos/rvoegtli/7598961342/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); 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keypoints AwA-Pose (MIT) "Reiterhof Steindamm 1955 Kopie" by Vivien Schmoller (https://www.flickr.com/photos/89808348@N08/8161628156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Ruhendes Pferd" by Gerd Bilow (https://www.flickr.com/photos/gerd_bilow/4570679615/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sahira" by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2483080420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Schimmel" by barockschloss (https://www.flickr.com/photos/barockschloss/7596030178/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Shire horse" by Marie Hale (https://www.flickr.com/photos/15016964@N02/5921574489/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Silver" by Andrew Gould (https://www.flickr.com/photos/arthwollipot/5038392253/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Soon to be two!" by Barbara Walsh (https://www.flickr.com/photos/barbarawalsh/5941901801/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sun Light On Horse" by Paul (https://www.flickr.com/photos/vegaseddie/6798024484/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "The grass is greener ..." by Tim Green (https://www.flickr.com/photos/atoach/7172057338/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Thoroughbred" by lovelychristy02 (https://www.flickr.com/photos/9208231@N02/1120334380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Tri-coloured cob 2" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675520158/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4084306943/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4085080390/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Leandro Martinez (https://www.flickr.com/photos/leandromartinez/8035888628/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/14000448079/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/17942180525/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Tim Green (https://www.flickr.com/photos/atoach/5087447054/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Jackie (https://www.flickr.com/photos/jfinnirwin/5728521588/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White horse" by Francisco Gonzalez (https://www.flickr.com/photos/franciscojgonzalez/8081793745/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Who Ya Calling Ed?" by Alan Levine (https://www.flickr.com/photos/cogdog/5925432028/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Wild Horses" by firelizard5 (https://www.flickr.com/photos/firelizard5/13679479875/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "WS-Animals-Rosice-27" by WonderfulSnaps.com (https://www.flickr.com/photos/wonderfulsnaps/15022534534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Y422" by Tim Green (https://www.flickr.com/photos/atoach/7177584570/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Young Horse" by isamiga76 (https://www.flickr.com/photos/33852840@N06/3462265758/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zeilitzheim - View East" by barockschloss (https://www.flickr.com/photos/barockschloss/5801506154/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zuri-zuria" by Mikel Garcia Idiakez (https://www.flickr.com/photos/mikel450/3990333954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT)
Head-visibility student r7-B (which head points are in view on the head crop; web/headRead2.ts) landmark loop round 7, arm B, 30 Sep 2026
Our own model. Its training data is CC BY 4.0 and CC BY 2.0, and every credit that data asks for is below.
Source: Trained by us (animal-speech-forensics research/eye_tracker/round6; fine-tuned from round 6 arm A, itself from the eye-visibility student et1-B above, ten points with a visibility score each, 986,750 parameters), exported to ONNX with fp16 weights. Not downloaded from anywhere. sha256: 6a9a05b12c3113c37a94d075867e49ed417aac6ec7cdf9438c9a143024c6a05f Trained on: Renders of one CC BY 4.0 3D horse made here with Blender under CC0 lighting (tack, props and a primitive mannequin modelled here), and the same 142 CC BY 2.0 Flickr photographs from the Animals with Attributes 2 archive with MIT-licensed AwA-Pose keypoints as r4-A (116 for training, 26 for validation). No CC BY-SA, non-commercial, research-only or unknown-licence material, and none of the founder's test frames. Provenance: OURS, with ATTRIBUTION OWED. The weights are this project's own work; what travels with them is the credit the training data's licences ask for, which is the list below (the mesh, the lighting, the keypoints and each photograph, taken from the run's own training manifest). The file is checked byte for byte here, in test/modelPins.test.ts and at load in web/headRead2.ts, so a re-export cannot ship under this row.
Credits for the training data:
Synthetic training images rendered from "HORSE [DRAFT HORSE]" by BlueMesh (https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: eyeballs replaced, mane/forelock skinned to the rig, head-shape morphs, keypoint markers added (including a poll point), re-posed and re-lit; tack, props and a primitive mannequin modelled here (own work). HDRIs and textures from Poly Haven (https://polyhaven.com), CC0 1.0; no attribution required, credited anyway. Keypoint annotations for the photographs: AwA-Pose, MIT licence, (c) 2021 Prianka Banik (https://github.com/prinik/AwA-Pose/blob/main/LICENSE.txt). The photographs are from the Animals with Attributes 2 archive (Flickr originals), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/): 116 used for training and 26 for validation. None is reproduced in the app; they are credited because the model was trained on them. "_D7K4352" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/6174791455/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "_MG_3086" by flavianmihai (https://www.flickr.com/photos/flavian-mihai/14807763486/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "~Legacy~" by monica king (https://www.flickr.com/photos/bluebelltwist/3035348123/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2 horses" by Jannes Pockele (https://www.flickr.com/photos/jpockele/195259269/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "3. Juli 2011" by barockschloss (https://www.flickr.com/photos/barockschloss/5896878824/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "100_0401" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260206868/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2012-02-16 08.47.40.jpg" by Michael McKechnie (https://www.flickr.com/photos/mckechnie/7019253761/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "140424__Altaussee_03" by Tauralbus (https://www.flickr.com/photos/alfreddiem/14815496038/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2013/365/1 You Cannot Resist My Blue Eyes, Baby" by Alan Levine (https://www.flickr.com/photos/cogdog/8336756624/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A horse is a horse, of course, of course." by Brad Holt (https://www.flickr.com/photos/brad_holt/2533236593/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A Horse Named "Bob"" by Alan Levine (https://www.flickr.com/photos/cogdog/8708656685/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A warmblood trotting" by Alikai (https://www.flickr.com/photos/alikai/1377899322/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "ada cole 020" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3674689867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Allie the horse" by Derek Jensen (https://www.flickr.com/photos/firechickenta99/3232787428/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "American Crème Horse" by luagh45 (https://www.flickr.com/photos/luagh45/6423046541/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Angelo 1" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14145187647/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "At full speed?" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4619998884/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "August 4th 013" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002442/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Baby Clyd" by RichardBH (https://www.flickr.com/photos/rbh/15055949350/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Beach Horse" by Smabs Sputzer (1956-2017) (https://www.flickr.com/photos/10413717@N08/17307810420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bearded horse" by Arun Marsh (https://www.flickr.com/photos/arunmarsh/3207168559/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bellezza" by Rosmarie Voegtli (https://www.flickr.com/photos/rvoegtli/7598961342/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Berry Horse" by Pavel (https://www.flickr.com/photos/blueriotriver/3131585811/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black cob on the move" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675522584/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse #2" by hibino (https://www.flickr.com/photos/hibino/4412968/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse" by Tim Green (https://www.flickr.com/photos/atoach/7685850940/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bleu eyed horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3173734610/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bloody nose." by craigfinlay (https://www.flickr.com/photos/poisonbabyfood/2755698030/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "blue eyed horse" by christina rutz (https://www.flickr.com/photos/paparutzi/2911260729/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Blue roan" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675544296/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bo" by Matt Billings (https://www.flickr.com/photos/93709202@N03/8521230417/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bold Thady Quill" by Florian Christoph (https://www.flickr.com/photos/113417287@N08/15069406877/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Boston" by sara.lauderdale (https://www.flickr.com/photos/22888902@N04/4435966029/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Braunes Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/4620090155/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bridleless" by monica king (https://www.flickr.com/photos/bluebelltwist/2043454625/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Brown horse" by Artandbeautyfreak (https://www.flickr.com/photos/81056690@N03/7614072270/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "browsing hay" by Sheila in Moonducks (https://www.flickr.com/photos/aspis7/4662637787/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Caleb's Posse - 2011 Kings Bishop" by Mike Lizzi (https://www.flickr.com/photos/ragingmike/6161398691/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Call Me Windy" by Alan Levine (https://www.flickr.com/photos/cogdog/5924868809/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Carrma, Camilla" by ComposerLady (https://www.flickr.com/photos/10775794@N00/5079550748/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "cavalli" by cristina.sanvito (https://www.flickr.com/photos/40385177@N07/6190200693/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance and Kassi" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077390365/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077387935/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "charlie run" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002334/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cheetos labour 17" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002680/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chestnut Quarter Horse, eighteen years old" by Samantha (https://www.flickr.com/photos/26793118@N04/2509971132/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "CIMG1828.JPG" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259283673/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Claygate horse2" by David Howard (https://www.flickr.com/photos/satguru/3375792867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Clydesdale Horse" by eflon (https://www.flickr.com/photos/eflon/2308031879/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cold Horse" by firemedic58 (https://www.flickr.com/photos/50841708@N00/2749285156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Columbo" by Sarah (https://www.flickr.com/photos/prevamp/7112367711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Corrie ♥" by Sarah (https://www.flickr.com/photos/prevamp/7112366827/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Dölzschenfield" by 9Bubblé (https://www.flickr.com/photos/9bubble/8072226161/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DPP_0079" by Jordy de Nie (https://www.flickr.com/photos/jdenie/5289794413/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0045.JPG" by Raymond Brow (https://www.flickr.com/photos/ilesdelamadeleine/283750753/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0182" by rufus.kahler (https://www.flickr.com/photos/rufuskahler/1383921354/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0249" by Chef Lukas (https://www.flickr.com/photos/hoplab/19184043764/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0255" by Chef Lukas (https://www.flickr.com/photos/hoplab/19811451671/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0263-47" by Robert & Pat Rogers (https://www.flickr.com/photos/kasilof/4800105389/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC01196" by MM W (https://www.flickr.com/photos/colormyday/7911173606/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC06558cc" by David Williss (https://www.flickr.com/photos/dwilliss/8084131373/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN0800" by flightlog (https://www.flickr.com/photos/flightlog/8063592005/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN1335" by Rachel Sandwick (https://www.flickr.com/photos/31695159@N06/3448946954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN7255" by Hunter Desportes (https://www.flickr.com/photos/hdport/8301123474/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Encouragement" by Janet Ramsden (https://www.flickr.com/photos/ramsd/7346522768/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Eowyn Feeding Horse" by Paul Schultz (https://www.flickr.com/photos/pasfam/3550742586/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Equine Portrait" by Don O'Brien (https://www.flickr.com/photos/dok1/1434734495/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Etalon Percheron" by Eponimm (https://www.flickr.com/photos/eponimm/8963814026/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fairy Horse" by Barbara Willi (https://www.flickr.com/photos/barbara-pictures/6170175705/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fjord horse" by Jon Olav Eikenes (https://www.flickr.com/photos/jonolave/3730305562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000009" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260014796/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000013" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260015740/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000015" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259219499/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Föl" by Anemone Nemorosa (https://www.flickr.com/photos/30793727@N05/4759818283/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Freeman Stables" by TexasDarkHorse (https://www.flickr.com/photos/utahdarkhorse/3722946062/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Squeezyboy (https://www.flickr.com/photos/squeezyboy/57640210/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by William Garrett (https://www.flickr.com/photos/billgarrett-newagecrap/1462519366/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Clinton Steeds (https://www.flickr.com/photos/cwsteeds/4924168197/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friesian beauty 2" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4295551436/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Frysian horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3385518386/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gelding" by Bubblejewel96 (https://www.flickr.com/photos/50657150@N03/4949882437/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gem 006" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002098/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Grey Pony" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/5922674116/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hannes" by gerriet (https://www.flickr.com/photos/gerriet/2749686864/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4360252546/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy Horse" by Tim Green (https://www.flickr.com/photos/atoach/6338048032/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hazy Horse" by emifaulk (https://www.flickr.com/photos/emifaulk/2931366420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Heavy" by Erich Ferdinand (https://www.flickr.com/photos/erix/5050174394/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello Darlin" by The_Gut (https://www.flickr.com/photos/frogbelly/2131425013/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello?" by Ken Banks (https://www.flickr.com/photos/kiwanja/7480969128/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hestur" by Soffía Snæland (https://www.flickr.com/photos/soffias/2189959323/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "hihihihi...too cute!! :-)" by *highlimitzz (https://www.flickr.com/photos/highlimitstudio/1393728447/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse at Lift me Up" by Kathleen Tyler Conklin (https://www.flickr.com/photos/ktylerconk/2082883534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse by hotel" by Nigel Hoult (https://www.flickr.com/photos/nh53/14811018439/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf (1),contemplative" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5495262677/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(5)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524482658/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(6)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524540512/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse In Field" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/4434305885/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in snow" by Rob Havermans (https://www.flickr.com/photos/47379515@N06/4344394440/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse of the Prarie*" by BRENDA MICHELLE (https://www.flickr.com/photos/daisy_girl/3420493562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse Portrait" by Adrian Parnham (https://www.flickr.com/photos/adrian_parnham/3207284009/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power..." by Jannes Pockele (https://www.flickr.com/photos/jpockele/142833095/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power" by Paulius Malinovskis (https://www.flickr.com/photos/134741223@N04/21739726711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse with birds" by bagsgroove (https://www.flickr.com/photos/bagsgroove/7190207903/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "horse" by Lindsey Turner (https://www.flickr.com/photos/theogeo/2326296530/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse" by Bart Rousseau (https://www.flickr.com/photos/drbartje/2622125236/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "norwegian fjord horse mare" by jutuzga (https://www.flickr.com/photos/22478339@N05/2171584380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Paint Horse - Tobiano" by luagh45 (https://www.flickr.com/photos/luagh45/6423046363/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "peppery horse" by normanack (https://www.flickr.com/photos/29278394@N00/635330688/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd 2" by ObjektivKRAFT (https://www.flickr.com/photos/objektivkraft/4761725600/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/6424261997/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd2" by Stephan Wellbrock (https://www.flickr.com/photos/fotowellede/9629301966/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony" by steve lodefink (https://www.flickr.com/photos/lodefink/891416169/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony2" by scott wright (https://www.flickr.com/photos/sjwpics/2511856273/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pride" by DarrelBirkett (https://www.flickr.com/photos/darrelbirkett/4956267471/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Queensbury Horses 3" by Tim Green (https://www.flickr.com/photos/atoach/7678724798/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Reiterhof Steindamm 1955 Kopie" by Vivien Schmoller (https://www.flickr.com/photos/89808348@N08/8161628156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Ruhendes Pferd" by Gerd Bilow (https://www.flickr.com/photos/gerd_bilow/4570679615/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sahira" by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2483080420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Schimmel" by barockschloss (https://www.flickr.com/photos/barockschloss/7596030178/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Shire horse" by Marie Hale (https://www.flickr.com/photos/15016964@N02/5921574489/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Silver" by Andrew Gould (https://www.flickr.com/photos/arthwollipot/5038392253/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Soon to be two!" by Barbara Walsh (https://www.flickr.com/photos/barbarawalsh/5941901801/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sun Light On Horse" by Paul (https://www.flickr.com/photos/vegaseddie/6798024484/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "The grass is greener ..." by Tim Green (https://www.flickr.com/photos/atoach/7172057338/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Thoroughbred" by lovelychristy02 (https://www.flickr.com/photos/9208231@N02/1120334380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Tri-coloured cob 2" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675520158/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4084306943/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4085080390/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Leandro Martinez (https://www.flickr.com/photos/leandromartinez/8035888628/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/14000448079/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/17942180525/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Tim Green (https://www.flickr.com/photos/atoach/5087447054/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Jackie (https://www.flickr.com/photos/jfinnirwin/5728521588/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White horse" by Francisco Gonzalez (https://www.flickr.com/photos/franciscojgonzalez/8081793745/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Who Ya Calling Ed?" by Alan Levine (https://www.flickr.com/photos/cogdog/5925432028/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Wild Horses" by firelizard5 (https://www.flickr.com/photos/firelizard5/13679479875/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "WS-Animals-Rosice-27" by WonderfulSnaps.com (https://www.flickr.com/photos/wonderfulsnaps/15022534534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Y422" by Tim Green (https://www.flickr.com/photos/atoach/7177584570/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Young Horse" by isamiga76 (https://www.flickr.com/photos/33852840@N06/3462265758/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zeilitzheim - View East" by barockschloss (https://www.flickr.com/photos/barockschloss/5801506154/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zuri-zuria" by Mikel Garcia Idiakez (https://www.flickr.com/photos/mikel450/3990333954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT)
Head-visibility student, head-finder push arm W e039 (r7-B's slot in web/headRead2.ts, read with FLAGS.liveLooksHold, looks round 4) head-finder push round 2, arm W, snapshot e039, 6 Oct 2026
Our own model. Its training data is CC BY 4.0 and CC BY 2.0, and every credit that data asks for is below.
Source: Trained by us (animal-speech-forensics docs/RESULTS-2026-10-06-head-finder-push.md; fine-tuned from r7-B above, the same graph), exported to ONNX with fp16 weights. Not downloaded from anywhere. sha256: 657c7b83ae7e8f46f90ad2f0940369cfe8c45b9ccecf085f3e259ff493cf9d6d Trained on: r7-B's data (renders of one CC BY 4.0 3D horse under CC0 lighting, and 142 CC BY 2.0 Flickr photographs from the Animals with Attributes 2 archive with MIT-licensed AwA-Pose keypoints); 150 CC BY 2.0 Open Images photographs whose head points were tapped by the app's owner (the 111 answered were trained on; all 150 are credited); and frames of the owner's own clips, never published, whose eye labels came from an RTMPose-m teacher (OpenMMLab, Apache-2.0; checkpoint rtmpose-m_simcc-ap10k_pt-aic-coco, pretrained on AI Challenger and COCO, trained on AP-10K; the app's own eye reader, web/eyeRead.ts). The owner cleared the AI Challenger question those teacher labels raised on 6 Oct 2026. Provenance: OURS, with ATTRIBUTION OWED. The weights are this project's own work; what travels with them is the credit the training data's licences ask for, which is the list below. The file is checked byte for byte here, in test/modelPins.test.ts and at load in web/headRead2.ts, so a re-export cannot ship under this row.
Credits for the training data:
Synthetic training images rendered from "HORSE [DRAFT HORSE]" by BlueMesh (https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: eyeballs replaced, mane/forelock skinned to the rig, head-shape morphs, keypoint markers added (including a poll point), re-posed and re-lit; tack, props and a primitive mannequin modelled here (own work). HDRIs and textures from Poly Haven (https://polyhaven.com), CC0 1.0; no attribution required, credited anyway. Keypoint annotations for the photographs: AwA-Pose, MIT licence, (c) 2021 Prianka Banik (https://github.com/prinik/AwA-Pose/blob/main/LICENSE.txt). The photographs are from the Animals with Attributes 2 archive (Flickr originals), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/): 116 used for training and 26 for validation. None is reproduced in the app; they are credited because the model was trained on them. "_D7K4352" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/6174791455/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "_MG_3086" by flavianmihai (https://www.flickr.com/photos/flavian-mihai/14807763486/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "~Legacy~" by monica king (https://www.flickr.com/photos/bluebelltwist/3035348123/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2 horses" by Jannes Pockele (https://www.flickr.com/photos/jpockele/195259269/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "3. Juli 2011" by barockschloss (https://www.flickr.com/photos/barockschloss/5896878824/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "100_0401" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260206868/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2012-02-16 08.47.40.jpg" by Michael McKechnie (https://www.flickr.com/photos/mckechnie/7019253761/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "140424__Altaussee_03" by Tauralbus (https://www.flickr.com/photos/alfreddiem/14815496038/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2013/365/1 You Cannot Resist My Blue Eyes, Baby" by Alan Levine (https://www.flickr.com/photos/cogdog/8336756624/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A horse is a horse, of course, of course." by Brad Holt (https://www.flickr.com/photos/brad_holt/2533236593/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A Horse Named "Bob"" by Alan Levine (https://www.flickr.com/photos/cogdog/8708656685/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A warmblood trotting" by Alikai (https://www.flickr.com/photos/alikai/1377899322/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "ada cole 020" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3674689867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Allie the horse" by Derek Jensen (https://www.flickr.com/photos/firechickenta99/3232787428/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "American Crème Horse" by luagh45 (https://www.flickr.com/photos/luagh45/6423046541/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Angelo 1" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14145187647/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "At full speed?" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4619998884/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "August 4th 013" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002442/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Baby Clyd" by RichardBH (https://www.flickr.com/photos/rbh/15055949350/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Beach Horse" by Smabs Sputzer (1956-2017) (https://www.flickr.com/photos/10413717@N08/17307810420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bearded horse" by Arun Marsh (https://www.flickr.com/photos/arunmarsh/3207168559/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bellezza" by Rosmarie Voegtli (https://www.flickr.com/photos/rvoegtli/7598961342/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); 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keypoints AwA-Pose (MIT) "blue eyed horse" by christina rutz (https://www.flickr.com/photos/paparutzi/2911260729/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Blue roan" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675544296/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bo" by Matt Billings (https://www.flickr.com/photos/93709202@N03/8521230417/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bold Thady Quill" by Florian Christoph (https://www.flickr.com/photos/113417287@N08/15069406877/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Boston" by sara.lauderdale (https://www.flickr.com/photos/22888902@N04/4435966029/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Braunes Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/4620090155/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); 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keypoints AwA-Pose (MIT) "Who Ya Calling Ed?" by Alan Levine (https://www.flickr.com/photos/cogdog/5925432028/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Wild Horses" by firelizard5 (https://www.flickr.com/photos/firelizard5/13679479875/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "WS-Animals-Rosice-27" by WonderfulSnaps.com (https://www.flickr.com/photos/wonderfulsnaps/15022534534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Y422" by Tim Green (https://www.flickr.com/photos/atoach/7177584570/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Young Horse" by isamiga76 (https://www.flickr.com/photos/33852840@N06/3462265758/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zeilitzheim - View East" by barockschloss (https://www.flickr.com/photos/barockschloss/5801506154/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zuri-zuria" by Mikel Garcia Idiakez (https://www.flickr.com/photos/mikel450/3990333954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) The Open Images photographs (Open Images v5, via the private dataset cipherrow/neigh-oi-pseudo), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/), with the author and Flickr page Open Images records. None is reproduced in the app; they are credited because the model was trained on them. Their head points were tapped by the app's owner. Photograph by Rachel Beresford (https://www.flickr.com/photos/beresfordphoto/17165249325), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/18965246032), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by B Clarke (https://www.flickr.com/photos/19169305@N08/16190708412), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Verity Cridland (https://www.flickr.com/photos/58789412@N00/9665803380), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/9371624331), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Wilfred Smit (https://www.flickr.com/photos/wsmit/13532480255), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Chris Fithall (https://www.flickr.com/photos/chrisfithall/14604281635), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Thowra_uk (https://www.flickr.com/photos/thowra/561621726), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ivan Aleksic (https://www.flickr.com/photos/sroown/797499237), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by jenniferdukedodd (https://www.flickr.com/photos/jen-d/15782591814), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/3621431636), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Owen Robertson (https://www.flickr.com/photos/owenhr/11712553795), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2085057934), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Tim Green (https://www.flickr.com/photos/atoach/2410122899), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jim Frost (https://www.flickr.com/photos/jimf0390/10303561096), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/1235522862), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by WalkingGeek (https://www.flickr.com/photos/wengs/128482439), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by isamiga76 (https://www.flickr.com/photos/33852840@N06/3707787778), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by ScubaBear68 (https://www.flickr.com/photos/22310955@N02/8649152791), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by daita saru (https://www.flickr.com/photos/daita/393849285), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jim Linwood (https://www.flickr.com/photos/brighton/6946000435), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Brent M. (https://www.flickr.com/photos/thewakingdragon/4858286611), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jessi Swick (https://www.flickr.com/photos/simplyjessi/15131250937), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Christopher Michel (https://www.flickr.com/photos/cmichel67/6103357572/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Dave Rodwell (https://www.flickr.com/photos/saxonking/7123646917), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Kajsaelmdahl (https://www.flickr.com/photos/67408129@N08/6258159443), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by gerriet (https://www.flickr.com/photos/gerriet/2856422574), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ane Jensen (https://www.flickr.com/photos/anes/5170374440), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Roel van Deursen - Spijkenisse / Nissewaard - Nederland (https://www.flickr.com/photos/roel_van_deursen/21219107096), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/3627989138), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Helga Birna Jónasdóttir (https://www.flickr.com/photos/helgabj/2721395492), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Bryan Pocius (https://www.flickr.com/photos/pocius/4448541578), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by zombieite (https://www.flickr.com/photos/zombieite/3658678882), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/2480717571), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by taymtaym (https://www.flickr.com/photos/taymtaym/14633097970), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Linda Dougherty (https://www.flickr.com/photos/lindadougherty/3770847202/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/1235547014), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Kate Ames (https://www.flickr.com/photos/amespic/3947663506), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Maria Ly (https://www.flickr.com/photos/mariachily/2384959984/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Dwayne Madden (https://www.flickr.com/photos/dj-dwayne/6175324938), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by whatleydude (https://www.flickr.com/photos/whatleydude/3755094646), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Luigi Mengato (https://www.flickr.com/photos/luigimengato/14660186979), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Kevin Walsh (https://www.flickr.com/photos/86624586@N00/10198131), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Serge Melki (https://www.flickr.com/photos/sergemelki/3780872473), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Pixel Addict (https://www.flickr.com/photos/pixel_addict/810086826), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Javier Prazak (https://www.flickr.com/photos/javiercito/2142219887), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Bureau of Land Management (https://www.flickr.com/photos/mypubliclands/19811562909), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Frédérique Voisin-Demery (https://www.flickr.com/photos/vialbost/14118638593), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Tim Green (https://www.flickr.com/photos/atoach/7172063648), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Miguel Ángel García. (https://www.flickr.com/photos/respenda/8097868140), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Karri Huhtanen (https://www.flickr.com/photos/damork/7431165044), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Thomas Quine (https://www.flickr.com/photos/quinet/6429294931), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by JD Lamb (https://www.flickr.com/photos/8706285@N06/633602137), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Chelsea Nesvig (https://www.flickr.com/photos/ozmafan/6907715205/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by John Harwood (https://www.flickr.com/photos/harwood-images/5072770139), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Christopher Michel (https://www.flickr.com/photos/cmichel67/13573264883), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Thomas Quine (https://www.flickr.com/photos/quinet/6828133085), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lulu_Sunset (https://www.flickr.com/photos/lulu_sunset/15274348039), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lore & Guille (https://www.flickr.com/photos/lorenacaes/6791791531), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Becky (https://www.flickr.com/photos/becky3900/3598456743), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Frank Hebbert (https://www.flickr.com/photos/f-r-a-n-k/194706775), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/15126994296/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jeroen Werkman (https://www.flickr.com/photos/jwerkman/14176102321), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Erich Ferdinand (https://www.flickr.com/photos/erix/67968807), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Dario Alvarez (https://www.flickr.com/photos/darioalvarez/13085483583), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Dallas Krentzel (https://www.flickr.com/photos/31867959@N04/6632128197), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/3014326706), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by jdj150 (https://www.flickr.com/photos/jdan/263432595), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by diastème (Sarah Giboni) (https://www.flickr.com/photos/sahlameche/15602137096), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean-Jacques Abalain (https://www.flickr.com/photos/domainededrogant/8359983957/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Subharnab Majumdar (https://www.flickr.com/photos/subharnab/268397400), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Michael McKechnie (https://www.flickr.com/photos/mckechnie/337692301), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Manuel J. Prieto (https://www.flickr.com/photos/vitike/2668047753), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jeff Hitchcock (https://www.flickr.com/photos/arbron/18658035853), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ron Knight (https://www.flickr.com/photos/sussexbirder/8605032601), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Steve Jurvetson (https://www.flickr.com/photos/jurvetson/10918884), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jon Hurd (https://www.flickr.com/photos/jonhurd/3946134656), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Su--May (https://www.flickr.com/photos/su-may/16462345953), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Blanca (https://www.flickr.com/photos/valfreya/8606414492), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Hunter Desportes (https://www.flickr.com/photos/hdport/4072556393), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Dominique (https://www.flickr.com/photos/malinki/3785287239), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Michelle Bailey (https://www.flickr.com/photos/littleblackcamera/6823157841), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/8231664800), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14328373111), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Amelia Sommer (https://www.flickr.com/photos/zestycarl/5411658629), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Virginia State Parks (https://www.flickr.com/photos/vastateparksstaff/5724574527), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Fabian Bromann (https://www.flickr.com/photos/rastafabi/1223512448), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Robyn MacRae (https://www.flickr.com/photos/53100666@N03/6338844223), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BobMacInnes (https://www.flickr.com/photos/lonetown/2809833645), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by murad shihadeh (https://www.flickr.com/photos/muradshihadeh/7206748498), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Mark Hillary (https://www.flickr.com/photos/markhillary/4141692568), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Thomas Izko (https://www.flickr.com/photos/dizkography/8083026784), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Aurel (https://www.flickr.com/photos/aurelienbaudoin/11424441086), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Tazrian Khan (https://www.flickr.com/photos/tazrian/6270753950/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by dee2018 (https://www.flickr.com/photos/63608361@N03/8030838073), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Brent M. (https://www.flickr.com/photos/thewakingdragon/3951793827), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2482267933), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lindsey Nicholson (https://www.flickr.com/photos/linznicholson/2129135175), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by John Goode (https://www.flickr.com/photos/johnnieb/259480595), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/20447272973), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/3555007145), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by NASTUDIO (https://www.flickr.com/photos/binsanad/2353446383), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by PS-OV-ART Patty Sue O'Hair-Vicknair, Artist (https://www.flickr.com/photos/psovart/1410056617), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by M Pincus (https://www.flickr.com/photos/21641019@N05/3243625937), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Kate Bick (https://www.flickr.com/photos/125348457@N07/14659405232), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ernie & Katy Newton Lawley (https://www.flickr.com/photos/lawley/4908098), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by kreezzalee (https://www.flickr.com/photos/repoort/1430102150), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/16522134167), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by carolineCCB (https://www.flickr.com/photos/carolineccb/5065203021), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ella Mullins (https://www.flickr.com/photos/stincodiporco/4805417661), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lisa Andres (https://www.flickr.com/photos/lilu12323/3935803635), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Leimenide (https://www.flickr.com/photos/24350382@N07/7187943232), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by alamosbasement (https://www.flickr.com/photos/alamosbasement/6193783441), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by David Harris (https://www.flickr.com/photos/davidjamesharris/5890092793), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Kathy Ponce (https://www.flickr.com/photos/candlescents/3597170811), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Martie Swart (https://www.flickr.com/photos/martie1swart/6001851833), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Karunakar Rayker (https://www.flickr.com/photos/krayker/2273789138), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by m-glimpz (https://www.flickr.com/photos/m-glimpz/5108024812), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Lulu_Sunset (https://www.flickr.com/photos/lulu_sunset/15458049081), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/8622452307/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Thowra_uk (https://www.flickr.com/photos/thowra/632165531), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by m01229 (https://www.flickr.com/photos/39908901@N06/8638171285), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by CATXALOT (https://www.flickr.com/photos/vattenbloggen/12543559813), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Ross Hawkes (https://www.flickr.com/photos/rosshawkes/5502173180), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by upyernoz (https://www.flickr.com/photos/upyernoz/1856474453), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by John Robinson (https://www.flickr.com/photos/robbophotos/3647683548), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by www.tOrange.biz Valdemar Fishmen (https://www.flickr.com/photos/torange-biz/13710927613), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/2590857925), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Zicarlo van Aalderen (https://www.flickr.com/photos/zimujova/16914803769), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by nanciesweb (https://www.flickr.com/photos/nanciesweb/4334914783), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean (https://www.flickr.com/photos/7326810@N08/2479076269), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Artur Malinowski (https://www.flickr.com/photos/am1974/8990368176), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Fresco Tours (https://www.flickr.com/photos/frescotours/15021341194), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BLM Nevada (https://www.flickr.com/photos/blmnevada/15723864672), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Juanedc (https://www.flickr.com/photos/juanedc/8949604101), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by BrunoBrunan (https://www.flickr.com/photos/brunodobrasil/13350280483), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Patrick Merritt (https://www.flickr.com/photos/padraigmerr/6677229099), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by egrego2 (https://www.flickr.com/photos/65389884@N06/14107405467), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Tobias Akerboom (at hutmeelz) (https://www.flickr.com/photos/clownhousethethird/3107125041), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by firelizard5 (https://www.flickr.com/photos/firelizard5/13679606993), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jean Argenty (https://www.flickr.com/photos/48630908@N08/16277163031), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Khan Khattak (https://www.flickr.com/photos/khankhattak/8564096440), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by tslane888 (https://www.flickr.com/photos/tslane/4834301185), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by runnerupnj (https://www.flickr.com/photos/78011104@N00/8850076136), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Reiner Kraft (https://www.flickr.com/photos/reiner/349460347), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by jdj150 (https://www.flickr.com/photos/jdan/234465849), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by genevieveromier (https://www.flickr.com/photos/30701623@N02/5167605006), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Nadia Ismail (https://www.flickr.com/photos/nadiaismailphotography/16505096633), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Jim Linwood (https://www.flickr.com/photos/brighton/3166985663), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5 Photograph by Luca Biada (https://www.flickr.com/photos/pedroscreamerovsky/6105775297), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); from Open Images v5
Neck student nc1 (the throat and the base of the neck on the whole-horse crop; web/neckRead.ts) neck/chest points round 1, 7 Oct 2026
Our own model. Its training data is CC BY 4.0 and CC BY 2.0, and every credit that data asks for is below.
Source: Trained by us (animal-speech-forensics docs/RESULTS-2026-10-07-neck-chest-points.md; the landmark student family, four points, backbone from the eye-visibility student et1-B above, 985,580 parameters), exported to ONNX with fp16 weights. Not downloaded from anywhere. sha256: be7ae61f33660bfff06d6a758d5a15078378a2714f336d75e9ec5b7d42042e2a Trained on: Renders of one CC BY 4.0 3D horse made here with Blender under CC0 lighting, and the same 142 CC BY 2.0 Flickr photographs from the Animals with Attributes 2 archive with MIT-licensed AwA-Pose keypoints as r4-A (116 for training, 26 for validation). No CC BY-SA, non-commercial, research-only or unknown-licence material, and none of the owner's footage. Provenance: OURS, with ATTRIBUTION OWED. The weights are this project's own work; what travels with them is the credit the training data's licences ask for, which is the list below. The file is checked byte for byte here, in test/modelPins.test.ts and at load in web/neckRead.ts, so a re-export cannot ship under this row.
Credits for the training data:
Synthetic training images rendered from "HORSE [DRAFT HORSE]" by BlueMesh (https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497), licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Changes: eyeballs replaced, mane/forelock skinned to the rig, head-shape morphs, keypoint markers added (including a poll point and throat, neck-base, chest and withers points), re-posed and re-lit; tack, props and a primitive mannequin modelled here (own work). HDRIs and textures from Poly Haven (https://polyhaven.com), CC0 1.0; no attribution required, credited anyway. Keypoint annotations for the photographs: AwA-Pose, MIT licence, (c) 2021 Prianka Banik (https://github.com/prinik/AwA-Pose/blob/main/LICENSE.txt). The photographs are from the Animals with Attributes 2 archive (Flickr originals), each under CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/): 116 used for training and 26 for validation. None is reproduced in the app; they are credited because the model was trained on them. "_D7K4352" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/6174791455/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "_MG_3086" by flavianmihai (https://www.flickr.com/photos/flavian-mihai/14807763486/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "~Legacy~" by monica king (https://www.flickr.com/photos/bluebelltwist/3035348123/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2 horses" by Jannes Pockele (https://www.flickr.com/photos/jpockele/195259269/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "3. Juli 2011" by barockschloss (https://www.flickr.com/photos/barockschloss/5896878824/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "100_0401" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260206868/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2012-02-16 08.47.40.jpg" by Michael McKechnie (https://www.flickr.com/photos/mckechnie/7019253761/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "140424__Altaussee_03" by Tauralbus (https://www.flickr.com/photos/alfreddiem/14815496038/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "2013/365/1 You Cannot Resist My Blue Eyes, Baby" by Alan Levine (https://www.flickr.com/photos/cogdog/8336756624/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A horse is a horse, of course, of course." by Brad Holt (https://www.flickr.com/photos/brad_holt/2533236593/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A Horse Named "Bob"" by Alan Levine (https://www.flickr.com/photos/cogdog/8708656685/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "A warmblood trotting" by Alikai (https://www.flickr.com/photos/alikai/1377899322/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "ada cole 020" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3674689867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Allie the horse" by Derek Jensen (https://www.flickr.com/photos/firechickenta99/3232787428/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "American Crème Horse" by luagh45 (https://www.flickr.com/photos/luagh45/6423046541/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Angelo 1" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/14145187647/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "At full speed?" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4619998884/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "August 4th 013" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002442/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Baby Clyd" by RichardBH (https://www.flickr.com/photos/rbh/15055949350/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Beach Horse" by Smabs Sputzer (1956-2017) (https://www.flickr.com/photos/10413717@N08/17307810420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bearded horse" by Arun Marsh (https://www.flickr.com/photos/arunmarsh/3207168559/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bellezza" by Rosmarie Voegtli (https://www.flickr.com/photos/rvoegtli/7598961342/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Berry Horse" by Pavel (https://www.flickr.com/photos/blueriotriver/3131585811/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black cob on the move" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675522584/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse #2" by hibino (https://www.flickr.com/photos/hibino/4412968/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Black Horse" by Tim Green (https://www.flickr.com/photos/atoach/7685850940/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bleu eyed horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3173734610/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bloody nose." by craigfinlay (https://www.flickr.com/photos/poisonbabyfood/2755698030/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "blue eyed horse" by christina rutz (https://www.flickr.com/photos/paparutzi/2911260729/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Blue roan" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675544296/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bo" by Matt Billings (https://www.flickr.com/photos/93709202@N03/8521230417/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Bold Thady Quill" by Florian Christoph (https://www.flickr.com/photos/113417287@N08/15069406877/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Boston" by sara.lauderdale (https://www.flickr.com/photos/22888902@N04/4435966029/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Braunes Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/4620090155/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "bridleless" by monica king (https://www.flickr.com/photos/bluebelltwist/2043454625/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Brown horse" by Artandbeautyfreak (https://www.flickr.com/photos/81056690@N03/7614072270/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "browsing hay" by Sheila in Moonducks (https://www.flickr.com/photos/aspis7/4662637787/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Caleb's Posse - 2011 Kings Bishop" by Mike Lizzi (https://www.flickr.com/photos/ragingmike/6161398691/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Call Me Windy" by Alan Levine (https://www.flickr.com/photos/cogdog/5924868809/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Carrma, Camilla" by ComposerLady (https://www.flickr.com/photos/10775794@N00/5079550748/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "cavalli" by cristina.sanvito (https://www.flickr.com/photos/40385177@N07/6190200693/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance and Kassi" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077390365/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chance" by Forsaken Fotos (https://www.flickr.com/photos/55229469@N07/10077387935/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "charlie run" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002334/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cheetos labour 17" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002680/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Chestnut Quarter Horse, eighteen years old" by Samantha (https://www.flickr.com/photos/26793118@N04/2509971132/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "CIMG1828.JPG" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259283673/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Claygate horse2" by David Howard (https://www.flickr.com/photos/satguru/3375792867/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Clydesdale Horse" by eflon (https://www.flickr.com/photos/eflon/2308031879/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Cold Horse" by firemedic58 (https://www.flickr.com/photos/50841708@N00/2749285156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Columbo" by Sarah (https://www.flickr.com/photos/prevamp/7112367711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Corrie ♥" by Sarah (https://www.flickr.com/photos/prevamp/7112366827/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Dölzschenfield" by 9Bubblé (https://www.flickr.com/photos/9bubble/8072226161/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DPP_0079" by Jordy de Nie (https://www.flickr.com/photos/jdenie/5289794413/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0045.JPG" by Raymond Brow (https://www.flickr.com/photos/ilesdelamadeleine/283750753/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0182" by rufus.kahler (https://www.flickr.com/photos/rufuskahler/1383921354/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0249" by Chef Lukas (https://www.flickr.com/photos/hoplab/19184043764/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0255" by Chef Lukas (https://www.flickr.com/photos/hoplab/19811451671/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC_0263-47" by Robert & Pat Rogers (https://www.flickr.com/photos/kasilof/4800105389/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC01196" by MM W (https://www.flickr.com/photos/colormyday/7911173606/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSC06558cc" by David Williss (https://www.flickr.com/photos/dwilliss/8084131373/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN0800" by flightlog (https://www.flickr.com/photos/flightlog/8063592005/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN1335" by Rachel Sandwick (https://www.flickr.com/photos/31695159@N06/3448946954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "DSCN7255" by Hunter Desportes (https://www.flickr.com/photos/hdport/8301123474/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Encouragement" by Janet Ramsden (https://www.flickr.com/photos/ramsd/7346522768/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Eowyn Feeding Horse" by Paul Schultz (https://www.flickr.com/photos/pasfam/3550742586/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Equine Portrait" by Don O'Brien (https://www.flickr.com/photos/dok1/1434734495/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Etalon Percheron" by Eponimm (https://www.flickr.com/photos/eponimm/8963814026/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fairy Horse" by Barbara Willi (https://www.flickr.com/photos/barbara-pictures/6170175705/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Fjord horse" by Jon Olav Eikenes (https://www.flickr.com/photos/jonolave/3730305562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000009" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260014796/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000013" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2260015740/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "FL000015" by Alison McKellar (https://www.flickr.com/photos/alisonmckellar/2259219499/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Föl" by Anemone Nemorosa (https://www.flickr.com/photos/30793727@N05/4759818283/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Freeman Stables" by TexasDarkHorse (https://www.flickr.com/photos/utahdarkhorse/3722946062/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Squeezyboy (https://www.flickr.com/photos/squeezyboy/57640210/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by William Garrett (https://www.flickr.com/photos/billgarrett-newagecrap/1462519366/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friendly Horse" by Clinton Steeds (https://www.flickr.com/photos/cwsteeds/4924168197/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Friesian beauty 2" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4295551436/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Frysian horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/3385518386/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gelding" by Bubblejewel96 (https://www.flickr.com/photos/50657150@N03/4949882437/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Gem 006" by Lynn Scott (https://www.flickr.com/photos/northhorse/5038002098/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Grey Pony" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/5922674116/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hannes" by gerriet (https://www.flickr.com/photos/gerriet/2749686864/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy horse" by Daisyree Bakker (https://www.flickr.com/photos/27875041@N02/4360252546/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Happy Horse" by Tim Green (https://www.flickr.com/photos/atoach/6338048032/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hazy Horse" by emifaulk (https://www.flickr.com/photos/emifaulk/2931366420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Heavy" by Erich Ferdinand (https://www.flickr.com/photos/erix/5050174394/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello Darlin" by The_Gut (https://www.flickr.com/photos/frogbelly/2131425013/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hello?" by Ken Banks (https://www.flickr.com/photos/kiwanja/7480969128/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Hestur" by Soffía Snæland (https://www.flickr.com/photos/soffias/2189959323/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "hihihihi...too cute!! :-)" by *highlimitzz (https://www.flickr.com/photos/highlimitstudio/1393728447/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse at Lift me Up" by Kathleen Tyler Conklin (https://www.flickr.com/photos/ktylerconk/2082883534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse by hotel" by Nigel Hoult (https://www.flickr.com/photos/nh53/14811018439/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf (1),contemplative" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5495262677/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(5)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524482658/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in Döringsdorf(6)" by FHgitarre (https://www.flickr.com/photos/fhgitarre/5524540512/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse In Field" by Musicman Loxton (https://www.flickr.com/photos/dj-dwayne/4434305885/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse in snow" by Rob Havermans (https://www.flickr.com/photos/47379515@N06/4344394440/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse of the Prarie*" by BRENDA MICHELLE (https://www.flickr.com/photos/daisy_girl/3420493562/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse Portrait" by Adrian Parnham (https://www.flickr.com/photos/adrian_parnham/3207284009/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power..." by Jannes Pockele (https://www.flickr.com/photos/jpockele/142833095/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse power" by Paulius Malinovskis (https://www.flickr.com/photos/134741223@N04/21739726711/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse with birds" by bagsgroove (https://www.flickr.com/photos/bagsgroove/7190207903/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "horse" by Lindsey Turner (https://www.flickr.com/photos/theogeo/2326296530/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Horse" by Bart Rousseau (https://www.flickr.com/photos/drbartje/2622125236/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "norwegian fjord horse mare" by jutuzga (https://www.flickr.com/photos/22478339@N05/2171584380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Paint Horse - Tobiano" by luagh45 (https://www.flickr.com/photos/luagh45/6423046363/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "peppery horse" by normanack (https://www.flickr.com/photos/29278394@N00/635330688/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd 2" by ObjektivKRAFT (https://www.flickr.com/photos/objektivkraft/4761725600/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd" by Thomas Kohler (https://www.flickr.com/photos/mecklenburg/6424261997/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pferd2" by Stephan Wellbrock (https://www.flickr.com/photos/fotowellede/9629301966/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony" by steve lodefink (https://www.flickr.com/photos/lodefink/891416169/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "pony2" by scott wright (https://www.flickr.com/photos/sjwpics/2511856273/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Pride" by DarrelBirkett (https://www.flickr.com/photos/darrelbirkett/4956267471/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Queensbury Horses 3" by Tim Green (https://www.flickr.com/photos/atoach/7678724798/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Reiterhof Steindamm 1955 Kopie" by Vivien Schmoller (https://www.flickr.com/photos/89808348@N08/8161628156/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Ruhendes Pferd" by Gerd Bilow (https://www.flickr.com/photos/gerd_bilow/4570679615/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sahira" by Andrea & Stefan (https://www.flickr.com/photos/winterbald/2483080420/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Schimmel" by barockschloss (https://www.flickr.com/photos/barockschloss/7596030178/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Shire horse" by Marie Hale (https://www.flickr.com/photos/15016964@N02/5921574489/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Silver" by Andrew Gould (https://www.flickr.com/photos/arthwollipot/5038392253/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Soon to be two!" by Barbara Walsh (https://www.flickr.com/photos/barbarawalsh/5941901801/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Sun Light On Horse" by Paul (https://www.flickr.com/photos/vegaseddie/6798024484/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "The grass is greener ..." by Tim Green (https://www.flickr.com/photos/atoach/7172057338/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Thoroughbred" by lovelychristy02 (https://www.flickr.com/photos/9208231@N02/1120334380/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Tri-coloured cob 2" by Lil Shepherd (https://www.flickr.com/photos/lilshepherd/3675520158/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4084306943/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Selena N (https://www.flickr.com/photos/selenas_stock/4085080390/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Leandro Martinez (https://www.flickr.com/photos/leandromartinez/8035888628/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/14000448079/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "(no title)" by Tim Green (https://www.flickr.com/photos/atoach/17942180525/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Tim Green (https://www.flickr.com/photos/atoach/5087447054/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White Horse" by Jackie (https://www.flickr.com/photos/jfinnirwin/5728521588/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "White horse" by Francisco Gonzalez (https://www.flickr.com/photos/franciscojgonzalez/8081793745/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Who Ya Calling Ed?" by Alan Levine (https://www.flickr.com/photos/cogdog/5925432028/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Wild Horses" by firelizard5 (https://www.flickr.com/photos/firelizard5/13679479875/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "WS-Animals-Rosice-27" by WonderfulSnaps.com (https://www.flickr.com/photos/wonderfulsnaps/15022534534/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Y422" by Tim Green (https://www.flickr.com/photos/atoach/7177584570/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Young Horse" by isamiga76 (https://www.flickr.com/photos/33852840@N06/3462265758/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zeilitzheim - View East" by barockschloss (https://www.flickr.com/photos/barockschloss/5801506154/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT) "Zuri-zuria" by Mikel Garcia Idiakez (https://www.flickr.com/photos/mikel450/3990333954/), CC BY 2.0 (https://creativecommons.org/licenses/by/2.0/); keypoints AwA-Pose (MIT)
Data and papers
Other people's recordings and pictures that our own models learned from or were tested on. None of it is reproduced in the app; each asks to be credited, and is.
Horse and other ungulate vocalisations, with their staged contexts
Lefèvre, Sypherd & Mandel-Briefer, "Machine Learning Algorithms Can Predict Emotional Valence Across Ungulate Vocalizations", iScience 2025;28(2):111834. Dataset: Zenodo, doi:10.5281/zenodo.14636641 https://zenodo.org/records/14636641 Used for: Some of the recordings the call recognisers learned from and were measured on. No recording is reproduced in the app.
EquiFACS
Wathan J, Burrows AM, Waller BM, McComb K (2015), "EquiFACS: The Equine Facial Action Coding System", PLoS ONE 10(7): e0131738, doi:10.1371/journal.pone.0131738 https://doi.org/10.1371/journal.pone.0131738 Used for: Frames from its supplementary video, used only to test the landmark model, never to train it. No frame is reproduced in the app.
Equine pain faces in video
Rashid M, Silventoinen A, Gleerup KB, Andersen PH (2020), "Equine Facial Action Coding System for determination of pain-related facial responses in videos of horses", PLoS ONE 15(11): e0231608, doi:10.1371/journal.pone.0231608 https://doi.org/10.1371/journal.pone.0231608 Used for: Frames from its supplementary video, used only to test the landmark model, never to train it. No frame is reproduced in the app.
The 3-D looks' head fit
"HORSE [DRAFT HORSE]" by BlueMesh (Sketchfab). Changes: the head extracted; the 3-D glasses, sun hat, bow and bonnet modelled in Blender by ray-casting onto its skin and offsetting from it. https://sketchfab.com/3d-models/horse-draft-horse-725065392aad4b04b7a172f8cd965497 Used for: The shape of the 3-D props in web/looks3d/horsefit/ (scripts/looks3d/horsefit.py) is derived from this horse's head. Only the props ship; the horse mesh is not in the app.
Apache License, Version 2.0
The full text, for the components above released under it.
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