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Surgical-Bleeding-AMAGI
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+Collections:
+- Name: SlowFast
+  README: configs/recognition/slowfast/README.md
+  Paper:
+    URL: https://arxiv.org/abs/1812.03982
+    Title: SlowFast Networks for Video Recognition
+Models:
+- Config: configs/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 36441296896
+    Parameters: 34479288
+    Pretrained: None
+    Resolution: short-side 256
+    Training Data: Kinetics-400
+    Training Resources: 32 GPUs
+  Modality: RGB
+  Name: slowfast_r50_4x16x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 74.75
+      Top 5 Accuracy: 91.73
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb/20200731_151706.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb/20200731_151706.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb/slowfast_r50_256p_4x16x1_256e_kinetics400_rgb_20200728-145f1097.pth
+- Config: configs/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 36441296896
+    Parameters: 34479288
+    Pretrained: None
+    Resolution: short-side 256
+    Training Data: Kinetics-400
+    Training Resources: 8 GPUs
+  Modality: RGB
+  Name: slowfast_r50_video_4x16x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 73.95
+      Top 5 Accuracy: 91.50
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb/20200812_160237.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb/20200812_160237.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_video_4x16x1_256e_kinetics400_rgb/slowfast_r50_video_4x16x1_256e_kinetics400_rgb_20200826-f85b90c5.pth
+- Config: configs/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 36441296896
+    Parameters: 34479288
+    Pretrained: None
+    Resolution: short-side 320
+    Training Data: Kinetics-400
+    Training Resources: 24 GPUs
+  Modality: RGB
+  Name: slowfast_r50_4x16x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 75.64
+      Top 5 Accuracy: 92.3
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/20200704_232901.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/20200704_232901.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_4x16x1_256e_kinetics400_rgb/slowfast_r50_4x16x1_256e_kinetics400_rgb_20200704-bcde7ed7.pth
+- Config: configs/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 66222034944
+    Parameters: 34565560
+    Pretrained: None
+    Resolution: short-side 320
+    Training Data: Kinetics-400
+    Training Resources: 24 GPUs
+  Modality: RGB
+  Name: slowfast_r50_8x8x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 76.94
+      Top 5 Accuracy: 92.8
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/20200716_192653.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/20200716_192653.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_8x8x1_256e_kinetics400_rgb/slowfast_r50_8x8x1_256e_kinetics400_rgb_20200716-73547d2b.pth
+- Config: configs/recognition/slowfast/slowfast_r101_r50_4x16x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet101 + ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 65042780160
+    Parameters: 62384312
+    Pretrained: None
+    Resolution: short-side 256
+    Training Data: Kinetics-400
+    Training Resources: 8 GPUs
+  Modality: RGB
+  Name: slowfast_r101_r50_4x16x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 76.69
+      Top 5 Accuracy: 93.07
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_4x16x1_256e_kinetics400_rgb/20210118_133528.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_4x16x1_256e_kinetics400_rgb/20210118_133528.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_4x16x1_256e_kinetics400_rgb/slowfast_r101_4x16x1_256e_kinetics400_rgb_20210218-d8b58813.pth
+- Config: configs/recognition/slowfast/slowfast_r101_8x8x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet101
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 127070375936
+    Parameters: 62912312
+    Pretrained: None
+    Resolution: short-side 256
+    Training Data: Kinetics-400
+    Training Resources: 32 GPUs
+  Modality: RGB
+  Name: slowfast_r101_8x8x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 77.9
+      Top 5 Accuracy: 93.51
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_8x8x1_256e_kinetics400_rgb/20210218_121513.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_8x8x1_256e_kinetics400_rgb/20210218_121513.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r101_8x8x1_256e_kinetics400_rgb/slowfast_r101_8x8x1_256e_kinetics400_rgb_20210218-0dd54025.pth
+- Config: configs/recognition/slowfast/slowfast_r152_r50_4x16x1_256e_kinetics400_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet152 + ResNet50
+    Batch Size: 8
+    Epochs: 256
+    FLOPs: 91515654144
+    Parameters: 84843704
+    Pretrained: None
+    Resolution: short-side 256
+    Training Data: Kinetics-400
+    Training Resources: 8 GPUs
+  Modality: RGB
+  Name: slowfast_r152_r50_4x16x1_256e_kinetics400_rgb
+  Results:
+  - Dataset: Kinetics-400
+    Metrics:
+      Top 1 Accuracy: 77.13
+      Top 5 Accuracy: 93.2
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r152_4x16x1_256e_kinetics400_rgb/20210122_131321.log.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r152_4x16x1_256e_kinetics400_rgb/20210122_131321.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r152_4x16x1_256e_kinetics400_rgb/slowfast_r152_4x16x1_256e_kinetics400_rgb_20210122-bdeb6b87.pth
+- Config: configs/recognition/slowfast/slowfast_r50_16x8x1_22e_sthv1_rgb.py
+  In Collection: SlowFast
+  Metadata:
+    Architecture: ResNet50
+    Batch Size: 4
+    Epochs: 22
+    FLOPs: 132442627584
+    Parameters: 34044630
+    Pretrained: Kinetics400
+    Resolution: height 100
+    Training Data: SthV1
+    Training Resources: 8 GPUs
+  Modality: RGB
+  Name: slowfast_r50_16x8x1_22e_sthv1_rgb
+  Results:
+  - Dataset: SthV1
+    Metrics:
+      Top 1 Accuracy: 49.67
+      Top 5 Accuracy: 79.00
+    Task: Action Recognition
+  Training Json Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_16x8x1_22e_sthv1_rgb/slowfast_r50_16x8x1_22e_sthv1_rgb.json
+  Training Log: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_16x8x1_22e_sthv1_rgb/slowfast_r50_16x8x1_22e_sthv1_rgb.log
+  Weights: https://download.openmmlab.com/mmaction/recognition/slowfast/slowfast_r50_16x8x1_22e_sthv1_rgb/slowfast_r50_16x8x1_22e_sthv1_rgb_20211202-aaaf9279.pth