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metafile.yml
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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/vis/masktrack_rcnn/README.md
Models:
- Name: masktrack_rcnn_r50_fpn_12e_youtubevis2019
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_r50_fpn_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_r101_fpn_12e_youtubevis2019
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_r101_fpn_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_x101_fpn_12e_youtubevis2019
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_x101_fpn_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_r50_fpn_12e_youtubevis2021
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_r50_fpn_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_r101_fpn_12e_youtubevis2021
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_r101_fpn_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_x101_fpn_12e_youtubevis2021
In Collection: MaskTrack R-CNN
Config: configs/vis/masktrack_rcnn/masktrack_rcnn_x101_fpn_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