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felipe-parodi authored Mar 23, 2024
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Consider contributing to this community by curating a dataset or training OSS models on any of these datasets!

**Topic Legend**
### Topic Legend
| Label | Title |
|-------|-------|
| PD | Primate Detection |
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| RL | Reinforcement Learning |
| O | Other|


**Topic Legend**
- PD = Primate detection
- BPE = Body pose estimation
- FD = Face detection
- FLE = Facial landmark estimation
- FR = Face recognition and/or Re-Identification
- HD = Hand detection
- HPE = Hand pose estimation
- BR = Behavior recognition / understanding / modeling
- AM = Avatar/Mesh
- SI = Species Identification
- RL = Reinforcement learning
- O = Other

## By year
### Projects
| Year | Paper | Topic | Animal | Model? | Data? | Image/Video Count |
|------|-----|-------|---------|------------|---------------|-------------|
| 2024 | [PanAf20K](https://link.springer.com/article/10.1007/s11263-024-02003-z) | PD, BR | Apes | [No](https://github.com/obrookes/panaf.github.io) | [Yes](https://data.bris.ac.uk/data/dataset/1h73erszj3ckn2qjwm4sqmr2wt) | 20k |
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| 2011 | [Loos et al.](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7074032) | FR | Chimp | No | No | N/A |
| 2011 | [Ernst & Küblbeck](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6027337) | FD, SI | Chimp, Gorilla | No | No | N/A |

## Datasets that contain non-human primate data with other animal data
### Datasets that contain non-human primate data with other animal data
| Year | Paper | Topic | Animal | Model? | Data? | Image/Video Count |
|------|-----|-------|---------|------------|---------------|-------------|
| 2023 | [MammalNet](https://arxiv.org/pdf/2306.00576.pdf) | BR | Cross-species | [Yes](https://github.com/Vision-CAIR/MammalNet) | [Yes](https://mammal-net.github.io/) | 18k videos |
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| 2021 | [LiftPose3D](https://www-nature-com.proxy.library.upenn.edu/articles/s41592-021-01226-z) | 3D BPE | Cross-species | Yes | No | N/A |
| 2020 | AnimalWeb | FD, FLE | Cross-species | No | Yes | 21,921 (not all prims) |

## Reviews
### Reviews
| Year | Tag | Topic | Animal |
|------|-----|-------|--------|
| 2024 | [Vogg et al.](https://arxiv.org/pdf/2401.16424.pdf) | Review | All |
| 2021 | [Hayden et al.](https://onlinelibrary-wiley-com.proxy.library.upenn.edu/doi/full/10.1002/ajp.23348) | Review | All |

## Related projects
### Related projects
- Macaque Face Avatars
- [Siebert et al., 2020](https://www.eneuro.org/content/eneuro/7/4/ENEURO.0524-19.2020.full.pdf)
- [Murphy & Leopold 2019](https://www.sciencedirect.com/science/article/pii/S0165027019301591#sec0160)

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