metafile.yml

Collections:
  - Name: Temporal RoI Align
    Metadata:
      Training Data: ImageNet DET, ImageNet VID
      Training Techniques:
        - SGD with Momentum
      Training Resources: 8x V100 GPUs
      Architecture:
        - ResNet
    Paper:
        URL: https://ojs.aaai.org/index.php/AAAI/article/view/16234
        Title: Temporal ROI Align for Video Object Recognition
    README: configs/vid/temporal_roi_align/README.md

Models:
  - Name: selsa_troialign_faster_rcnn_r50_dc5_7e_imagenetvid
    In Collection: Temporal RoI Align
    Config: configs/vid/temporal_roi_align/selsa_troialign_faster_rcnn_r50_dc5_7e_imagenetvid.py
    Metadata:
      Training Memory (GB): 4.14
    Results:
      - Task: Video Object Detection
        Dataset: ImageNet VID
        Metrics:
          box AP@0.5: 79.8
    Weights: https://download.openmmlab.com/mmtracking/vid/temporal_roi_align/selsa_troialign_faster_rcnn_r50_dc5_7e_imagenetvid/selsa_troialign_faster_rcnn_r50_dc5_7e_imagenetvid_20210820_162714-939fd657.pth

  - Name: selsa_troialign_faster_rcnn_r101_dc5_7e_imagenetvid
    In Collection: Temporal RoI Align
    Config: configs/vid/temporal_roi_align/selsa_troialign_faster_rcnn_r101_dc5_7e_imagenetvid.py
    Metadata:
      Training Memory (GB): 5.83
    Results:
      - Task: Video Object Detection
        Dataset: ImageNet VID
        Metrics:
          box AP@0.5: 82.6
    Weights: https://download.openmmlab.com/mmtracking/vid/temporal_roi_align/selsa_troialign_faster_rcnn_r101_dc5_7e_imagenetvid/selsa_troialign_faster_rcnn_r101_dc5_7e_imagenetvid_20210822_111621-22cb96b9.pth

  - Name: selsa_troialign_faster_rcnn_x101_dc5_7e_imagenetvid
    In Collection: Temporal RoI Align
    Config: configs/vid/temporal_roi_align/selsa_troialign_faster_rcnn_x101_dc5_7e_imagenetvid.py
    Metadata:
      Training Memory (GB): 9.74
    Results:
      - Task: Video Object Detection
        Dataset: ImageNet VID
        Metrics:
          box AP@0.5: 84.1
    Weights: https://download.openmmlab.com/mmtracking/vid/temporal_roi_align/selsa_troialign_faster_rcnn_x101_dc5_7e_imagenetvid/selsa_troialign_faster_rcnn_x101_dc5_7e_imagenetvid_20210822_164036-4471ac42.pth