[MMCli] Add Metafile

MANIFEST.in

@@ -1,2 +1,3 @@
-recursive-include mmcls/configs *.py *.yml
-recursive-include mmcls/tools *.sh *.py
+include mmaction/model_zoo.yml
+recursive-include mmaction/configs *.py *.yml
+recursive-include mmaction/tools *.sh *.py

configs/detection/ava/metafile.yml

@@ -0,0 +1,195 @@
+Collections:
+- Metadata:
+    Training Data: null
+  Name: AVA
+  README: configs/detection/ava/README.md
+Models:
+- Config: configs/detection/ava/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 4x16
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 16
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 20.1
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201127.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201127.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201217-40061d5f.pth
+- Config: configs/detection/ava/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 4x16
+    Pretrained: OmniSource
+    Resolution: short-side 256
+    Training BatchSize / GPU: 16
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 21.8
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb_20201127.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb_20201127.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb/slowonly_omnisource_pretrained_r50_4x16x1_20e_ava_rgb_20201217-0c6d2e98.pth
+- Config: configs/detection/ava/slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 10
+    Input: 4x16
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 12
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 21.75
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb/20210316_122517.log.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb/20210316_122517.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb/slowonly_nl_kinetics_pretrained_r50_4x16x1_10e_ava_rgb_20210316-959829ec.pth
+- Config: configs/detection/ava/slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 10
+    Input: 8x8
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 6
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 23.79
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb/20210316_122517.log.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb/20210316_122517.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb/slowonly_nl_kinetics_pretrained_r50_8x8x1_10e_ava_rgb_20210316-5742e4dd.pth
+- Config: configs/detection/ava/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet101
+    Epochs: 20
+    Input: 8x8
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 6
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 24.6
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20201127.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20201127.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_kinetics_pretrained_r101_8x8x1_20e_ava_rgb_20201217-1c9b4117.pth
+- Config: configs/detection/ava/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet101
+    Epochs: 20
+    Input: 8x8
+    Pretrained: OmniSource
+    Resolution: short-side 256
+    Training BatchSize / GPU: 6
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 25.9
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb_20201127.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb_20201127.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb/slowonly_omnisource_pretrained_r101_8x8x1_20e_ava_rgb_20201217-16378594.pth
+- Config: configs/detection/ava/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 32x2
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 9
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 24.4
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201217.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201217.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201217-6e7c704d.pth
+- Config: configs/detection/ava/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 32x2
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 9
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 25.4
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201222.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201222.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb/slowfast_context_kinetics_pretrained_r50_4x16x1_20e_ava_rgb_20201222-f4d209c9.pth
+- Config: configs/detection/ava/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb.py
+  In Collection: AVA
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 32x2
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 5
+    Training Data: AVA v2.1
+    gpus: 16
+  Modality: RGB
+  Name: slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 25.5
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb_20201217.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb_20201217.log
+  Weights: https://download.openmmlab.com/mmaction/detection/ava/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb/slowfast_kinetics_pretrained_r50_8x8x1_20e_ava_rgb_20201217-ae225e97.pth

configs/detection/lfb/metafile.yml

@@ -0,0 +1,69 @@
+Collections:
+- Metadata:
+    Training Data: null
+  Name: LFB
+  README: configs/detection/lfb/README.md
+Models:
+- Config: configs/detection/lfb/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  In Collection: LFB
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 4x16
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 12
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 24.11
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210224_125052.log.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210224_125052.log
+  Weights: https://download.openmmlab.com/mmaction/detection/lfb/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/lfb_nl_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20210224-2ae136d9.pth
+- Config: configs/detection/lfb/lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  In Collection: LFB
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 4x16
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 12
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 20.17
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210301_124812.log.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210301_124812.log
+  Weights: https://download.openmmlab.com/mmaction/detection/lfb/lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/lfb_avg_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20210301-19c330b7.pth
+- Config: configs/detection/lfb/lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  In Collection: LFB
+  Metadata:
+    Architecture: ResNet50
+    Epochs: 20
+    Input: 4x16
+    Pretrained: Kinetics-400
+    Resolution: short-side 256
+    Training BatchSize / GPU: 12
+    Training Data: AVA v2.1
+    gpus: 8
+  Modality: RGB
+  Name: lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb.py
+  Results:
+  - Dataset: AVA v2.1
+    Metrics:
+      mAP: 22.15
+    Task: Spatial Temporal Action Detection
+  Training Json Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210301_124812.log.json
+  Training Log: https://download.openmmlab.com/mmaction/detection/lfb/lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/20210301_124812.log
+  Weights: https://download.openmmlab.com/mmaction/detection/lfb/lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb/lfb_max_kinetics_pretrained_slowonly_r50_4x16x1_20e_ava_rgb_20210301-37efcd15.pth

configs/localization/bmn/metafile.yml

@@ -0,0 +1,78 @@
+Collections:
+- Metadata:
+    Training Data: null
+  Name: BMN
+  README: configs/localization/bmn/README.md
+Models:
+- Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py
+  In Collection: BMN
+  Metadata:
+    Epochs: 9
+    Training BatchSize / GPU: 8
+    Training Data: ActivityNet v1.3
+    feature: cuhk_mean_100
+    gpus: 2
+  Name: bmn_400x100_9e_2x8_activitynet_feature (cuhk_mean_100)
+  Results:
+  - Dataset: ActivityNet v1.3
+    Metrics:
+      AP@0.5: 42.47
+      AP@0.75: 31.31
+      AP@0.95: 9.92
+      AR@100: 75.28
+      AUC: 67.22
+      mAP: 30.34
+    Task: Temporal Action Localization
+  Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature.log.json
+  Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature.log
+  Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature_20200619-42a3b111.pth
+  gpu_mem(M): '5420'
+  iter time(s): '3.27'
+- Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py
+  In Collection: BMN
+  Metadata:
+    Epochs: 9
+    Training BatchSize / GPU: 8
+    Training Data: ActivityNet v1.3
+    feature: mmaction_video
+    gpus: 2
+  Name: bmn_400x100_9e_2x8_activitynet_feature (mmaction_video)
+  Results:
+  - Dataset: ActivityNet v1.3
+    Metrics:
+      AP@0.5: 42.62
+      AP@0.75: 31.56
+      AP@0.95: 10.86
+      AR@100: 75.43
+      AUC: 67.22
+      mAP: 30.77
+    Task: Temporal Action Localization
+  Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809.json
+  Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809.log
+  Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809-c9fd14d2.pth
+  gpu_mem(M): '5420'
+  iter time(s): '3.27'
+- Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py
+  In Collection: BMN
+  Metadata:
+    Epochs: 9
+    Training BatchSize / GPU: 8
+    Training Data: ActivityNet v1.3
+    feature: mmaction_clip
+    gpus: 2
+  Name: bmn_400x100_9e_2x8_activitynet_feature (mmaction_clip)
+  Results:
+  - Dataset: ActivityNet v1.3
+    Metrics:
+      AP@0.5: 43.08
+      AP@0.75: 32.19
+      AP@0.95: 10.73
+      AR@100: 75.35
+      AUC: 67.38
+      mAP: 31.15
+    Task: Temporal Action Localization
+  Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809.json
+  Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809.log
+  Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809-10d803ce.pth
+  gpu_mem(M): '5420'
+  iter time(s): '3.27'