Collections:
  - Name: ByteTrack
    Metadata:
      Training Techniques:
        - SGD with Momentum
      Training Resources: 8x V100 GPUs
      Architecture:
        - YOLOX
    Paper:
      URL: https://arxiv.org/abs/2110.06864
      Title: ByteTrack Multi-Object Tracking by Associating Every Detection Box
    README: configs/bytetrack/README.md

Models:
  - Name: bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17halfval
    In Collection: ByteTrack
    Config: configs/bytetrack/bytetrack_yolox_x_8xb4-80e_crowdhuman-mot17halftrain_test-mot17halfval.py
    Metadata:
      Training Data: CrowdHuman + MOT17-half-train
    Results:
      - Task: Multiple Object Tracking
        Dataset: MOT17-half-val
        Metrics:
          HOTA: 67.5
          MOTA: 78.6
          IDF1: 78.5
    Weights: https://download.openmmlab.com/mmtracking/mot/bytetrack/bytetrack_yolox_x/bytetrack_yolox_x_crowdhuman_mot17-private-half_20211218_205500-1985c9f0.pth

  - Name: bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17test
    In Collection: ByteTrack
    Config: configs/bytetrack/bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot17halftrain_test-mot17test.py
    Metadata:
      Training Data: CrowdHuman + MOT17-half-train
    Results:
      - Task: Multiple Object Tracking
        Dataset: MOT17-test
        Metrics:
          MOTA: 78.1
          IDF1: 74.8
    Weights: https://download.openmmlab.com/mmtracking/mot/bytetrack/bytetrack_yolox_x/bytetrack_yolox_x_crowdhuman_mot17-private-half_20211218_205500-1985c9f0.pth

  - Name: bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test
    In Collection: ByteTrack
    Config: configs/bytetrack/bytetrack_yolox_x_8xb4-amp-80e_crowdhuman-mot20train_test-mot20test.py
    Metadata:
      Training Data: CrowdHuman + MOT20-train
    Results:
      - Task: Multiple Object Tracking
        Dataset: MOT20-test
        Metrics:
          MOTA: 77.0
          IDF1: 75.4
    Weights: https://download.openmmlab.com/mmtracking/mot/bytetrack/bytetrack_yolox_x/bytetrack_yolox_x_crowdhuman_mot20-private_20220506_101040-9ce38a60.pth