mmdetection/configs/masktrack_rcnn/metafile.yml

Collections:
  - Name: MaskTrack R-CNN
    Metadata:
      Training Techniques:
        - SGD with Momentum
      Training Resources: 8x TiTanXP GPUs
      Architecture:
        - ResNet
    Paper:
      URL: https://arxiv.org/pdf/1905.04804.pdf
      Title: Video Instance Segmentation
    README: configs/masktrack_rcnn/README.md

Models:
  - Name: masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2019
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2019.py
    Metadata:
      Training Data: YouTube-VIS 2019
      Training Memory (GB): 1.16
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2019
        Metrics:
          AP: 30.2
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_r50_fpn_12e_youtubevis2019/masktrack_rcnn_r50_fpn_12e_youtubevis2019_20211022_194830-6ca6b91e.pth

  - Name: masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2019
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2019.py
    Metadata:
      Training Data: YouTube-VIS 2019
      Training Memory (GB): 2.27
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2019
        Metrics:
          AP: 32.2
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_r101_fpn_12e_youtubevis2019/masktrack_rcnn_r101_fpn_12e_youtubevis2019_20211023_150038-454dc48b.pth

  - Name: masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2019
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2019.py
    Metadata:
      Training Data: YouTube-VIS 2019
      Training Memory (GB): 3.69
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2019
        Metrics:
          AP: 34.7
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_x101_fpn_12e_youtubevis2019/masktrack_rcnn_x101_fpn_12e_youtubevis2019_20211023_153205-fff7a102.pth

  - Name: masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2021
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_r50_fpn_8xb1-12e_youtubevis2021.py
    Metadata:
      Training Data: YouTube-VIS 2021
      Training Memory (GB): 1.16
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2021
        Metrics:
          AP: 28.7
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_r50_fpn_12e_youtubevis2021/masktrack_rcnn_r50_fpn_12e_youtubevis2021_20211026_044948-10da90d9.pth

  - Name: masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2021
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_r101_fpn_8xb1-12e_youtubevis2021.py
    Metadata:
      Training Data: YouTube-VIS 2021
      Training Memory (GB): 2.27
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2021
        Metrics:
          AP: 31.3
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_r101_fpn_12e_youtubevis2021/masktrack_rcnn_r101_fpn_12e_youtubevis2021_20211026_045509-3c49e4f3.pth

  - Name: masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2021
    In Collection: MaskTrack R-CNN
    Config: configs/masktrack_rcnn/masktrack-rcnn_mask-rcnn_x101_fpn_8xb1-12e_youtubevis2021.py
    Metadata:
      Training Data: YouTube-VIS 2021
      Training Memory (GB): 3.69
    Results:
      - Task: Video Instance Segmentation
        Dataset: YouTube-VIS 2021
        Metrics:
          AP: 33.5
    Weights: https://download.openmmlab.com/mmtracking/vis/masktrack_rcnn/masktrack_rcnn_x101_fpn_12e_youtubevis2021/masktrack_rcnn_x101_fpn_12e_youtubevis2021_20211026_095943-90831df4.pth