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

  • Mask, Fast, Faster, Cascade R-CNN

  • SSD

  • Yolox

  • …

• [x] Yolov8

• [ ] …

Pose estimation (bottom-up & top-down)

• [x] OpenPifPaf

• [x] MMPose zoo

  • HRNet

  • LiteHRNet

  • HRFormer

  • HigherHRNet

  • DEKR

  • …

• [x] Yolov8-Pose

• [ ] …

Apparence features extraction

• [x] BPBReID

• [ ] …

Trackers

• [x] StrongSORT

• [x] OCSort

• [x] DeepSort

• [x] ByteTrack

• [x] BotSort

• [ ] …

Datasets

• [x] PoseTrack21

• [x] PoseTrack18

• [x] MOT20

• [ ] MOT17

• [ ] …