# Available features

### Features

- [x] Evaluation
- [x] Visualisation
- [x] Logging

### Tasks

- [x] Bounding box detection
- [x] Pose estimation
- [x] Apparence features extraction
- [x] Tracking and re-identification
- [ ] Segmentation + tracking

### Models

#### Bouding box

- [x] [MMDetection zoo](https://mmdetection.readthedocs.io/en/latest/model_zoo.html)
  - Mask, Fast, Faster, Cascade R-CNN
  - SSD
  - Yolox
  - ...
- [x] [Yolov8](https://docs.ultralytics.com/)
- [ ] ...

#### Pose estimation (bottom-up & top-down)

- [x] [OpenPifPaf](https://openpifpaf.github.io/intro.html)
- [x] [MMPose zoo](https://mmpose.readthedocs.io/en/latest/)
  - HRNet
  - LiteHRNet
  - HRFormer
  - HigherHRNet
  - DEKR
  - ...
- [x] [Yolov8-Pose](https://docs.ultralytics.com/tasks/pose/)
- [ ] ...

#### Apparence features extraction

- [x] [BPBReID](https://arxiv.org/abs/2211.03679)
- [ ] ...

#### Trackers

- [x] [StrongSORT](https://arxiv.org/abs/2202.13514)
- [x] [OCSort](https://arxiv.org/abs/2203.14360)
- [x] [DeepSort](https://arxiv.org/abs/1703.07402)
- [x] [ByteTrack](https://arxiv.org/abs/2110.06864)
- [x] [BotSort](https://arxiv.org/abs/2206.14651)
- [ ] ...

### Datasets

- [x] [PoseTrack21](https://openaccess.thecvf.com/content/CVPR2022/papers/Doring_PoseTrack21_A_Dataset_for_Person_Search_Multi-Object_Tracking_and_Multi-Person_CVPR_2022_paper.pdf)
- [x] [PoseTrack18](https://openaccess.thecvf.com/content_cvpr_2018/html/Andriluka_PoseTrack_A_Benchmark_CVPR_2018_paper.html)
- [x] [MOT20](https://motchallenge.net/data/MOT20/)
- [ ] [MOT17](https://motchallenge.net/data/MOT17/)
- [ ] ...