mmdetection/configs/sort/metafile.yml

Collections:
  - Name: SORT
    Metadata:
      Training Techniques:
        - SGD with Momentum
      Training Resources: 8x V100 GPUs
      Architecture:
        - ResNet
        - FPN
    Paper:
      URL: https://arxiv.org/abs/1602.00763
      Title: Simple Online and Realtime Tracking
    README: configs/sort/README.md

Models:
  - Name: sort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval
    In Collection: SORT
    Config: configs/mot/sort/sort_faster-rcnn_r50_fpn_8xb2-4e_mot17halftrain_test-mot17halfval.py
    Metadata:
      Training Data: MOT17-half-train
      inference time (ms/im):
        - value: 53.8
          hardware: V100
          backend: PyTorch
          batch size: 1
          mode: FP32
          resolution: (640, 1088)
    Results:
      - Task: Multiple Object Tracking
        Dataset: MOT17-half-val
        Metrics:
          MOTA: 62.0
          IDF1: 57.8
          HOTA: 52.0
    Weights: https://download.openmmlab.com/mmtracking/mot/faster_rcnn/faster-rcnn_r50_fpn_4e_mot17-half-64ee2ed4.pth