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- Collections:
- - Name: Mask2Former
- Metadata:
- Training Techniques:
- - AdamW
- - Weight Decay
- Training Resources: 8x A100 GPUs
- Architecture:
- - Mask2Former
- Paper:
- URL: https://arxiv.org/pdf/2112.10764.pdf
- Title: Mask2Former for Video Instance Segmentation
- README: configs/mask2former/README.md
- Models:
- - Name: mask2former_r50_8xb2-8e_youtubevis2021
- In Collection: Mask2Former
- Config: configs/mask2former_vis/mask2former_r50_8xb2-8e_youtubevis2021.py
- Metadata:
- Training Data: YouTube-VIS 2021
- Training Memory (GB): 6.0
- Results:
- - Task: Video Instance Segmentation
- Dataset: YouTube-VIS 2021
- Metrics:
- AP: 41.3
- Weights: https://download.openmmlab.com/mmdetection/v3.0/mask2former_vis/mask2former_r50_8xb2-8e_youtubevis2021/mask2former_r50_8xb2-8e_youtubevis2021_20230426_131833-5d215283.pth
- - Name: mask2former_r101_8xb2-8e_youtubevis2021
- In Collection: Mask2Former
- Config: configs/mask2former_vis/mask2former_r101_8xb2-8e_youtubevis2021.py
- Metadata:
- Training Data: YouTube-VIS 2021
- Training Memory (GB): 7.5
- Results:
- - Task: Video Instance Segmentation
- Dataset: YouTube-VIS 2021
- Metrics:
- AP: 42.3
- Weights: https://download.openmmlab.com/mmdetection/v3.0/mask2former_vis/mask2former_r101_8xb2-8e_youtubevis2021/mask2former_r101_8xb2-8e_youtubevis2021_20220823_092747-8077d115.pth
- - Name: mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021.py
- In Collection: Mask2Former
- Config: configs/mask2former_vis/mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021.py
- Metadata:
- Training Data: YouTube-VIS 2021
- Training Memory (GB): 18.5
- Results:
- - Task: Video Instance Segmentation
- Dataset: YouTube-VIS 2021
- Metrics:
- AP: 52.3
- Weights: https://download.openmmlab.com/mmdetection/v3.0/mask2former_vis/mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021/mask2former_swin-l-p4-w12-384-in21k_8xb2-8e_youtubevis2021_20220907_124752-48252603.pth
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