Available features

Features

• [x] Detection

• [x] Pose estimation

• [x] Tracking

• [x] Re-identification

• [x] Training models

• [x] Evaluation

• [x] Visualisation

• [x] Debugging

• [x] Logging

Tasks

• [x] Bounding box detection

• [x] Pose estimation

• [x] Appearance features extraction

• [x] Multi-Object Tracking

• [x] Re-identification

• [ ] Segmentation

Models

Bouding Box Detection

• [x] MMDetection zoo [Deprecated]

  • Mask, Fast, Faster, Cascade R-CNN

  • SSD

  • Yolox

  • …

• [x] Yolo from ultralytics

• [x] RTDETR

• [x] RTMDet

• [x] YOLOX

Pose Estimation (bottom-up & top-down)

• [x] OpenPifPaf [Deprecated]

• [x] MMPose zoo [Deprecated]

  • HRNet

  • LiteHRNet

  • HRFormer

  • HigherHRNet

  • DEKR

  • …

• [x] Yolo pose from ultralytics

• [x] RTMPose

• [x] RTMO

• [x] VitPose

Apparence features extraction

• [x] BPBReID

• [x] KPReID

Trackers

• [x] StrongSORT

• [x] OCSort

• [x] Deep OCSORT

• [x] ByteTrack

• [x] BotSort

Datasets

• [x] PoseTrack21

• [x] PoseTrack18

• [x] MOT20

• [x] MOT17

• [x] SportsMOT

• [x] DanceTrack

• [x] BEE24

• [x] Soccernet-GS

• [x] Soccernet

Visualisations

• [x] Detections

• [x] Pose estimation

• [x] Tracking (Ellipses, Bounding boxes, Tracking Lines)

• [x] Debugging stats