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| a | b/configs/localization/bmn/metafile.yml | ||
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| 1 | Collections: |
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| 2 | - Name: BMN |
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| 3 | README: configs/localization/bmn/README.md |
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| 4 | Paper: |
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| 5 | URL: https://arxiv.org/abs/1907.09702 |
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| 6 | Title: "BMN: Boundary-Matching Network for Temporal Action Proposal Generation" |
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| 7 | Models: |
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| 8 | - Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py |
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| 9 | In Collection: BMN |
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| 10 | Metadata: |
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| 11 | Batch Size: 8 |
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| 12 | Epochs: 9 |
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| 13 | Training Data: ActivityNet v1.3 |
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| 14 | Training Resources: 2 GPUs |
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| 15 | feature: cuhk_mean_100 |
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| 16 | Name: bmn_400x100_9e_2x8_activitynet_feature (cuhk_mean_100) |
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| 17 | Results: |
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| 18 | - Dataset: ActivityNet v1.3 |
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| 19 | Metrics: |
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| 20 | AP@0.5: 42.47 |
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| 21 | AP@0.75: 31.31 |
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| 22 | AP@0.95: 9.92 |
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| 23 | AR@100: 75.28 |
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| 24 | AUC: 67.22 |
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| 25 | mAP: 30.34 |
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| 26 | Task: Temporal Action Localization |
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| 27 | Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature.log.json |
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| 28 | Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature.log |
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| 29 | Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_9e_activitynet_feature/bmn_400x100_9e_activitynet_feature_20200619-42a3b111.pth |
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| 30 | - Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py |
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| 31 | In Collection: BMN |
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| 32 | Metadata: |
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| 33 | Batch Size: 8 |
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| 34 | Epochs: 9 |
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| 35 | Training Data: ActivityNet v1.3 |
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| 36 | Training Resources: 2 GPUs |
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| 37 | feature: mmaction_video |
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| 38 | Name: bmn_400x100_9e_2x8_activitynet_feature (mmaction_video) |
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| 39 | Results: |
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| 40 | - Dataset: ActivityNet v1.3 |
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| 41 | Metrics: |
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| 42 | AP@0.5: 42.62 |
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| 43 | AP@0.75: 31.56 |
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| 44 | AP@0.95: 10.86 |
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| 45 | AR@100: 75.43 |
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| 46 | AUC: 67.22 |
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| 47 | mAP: 30.77 |
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| 48 | Task: Temporal Action Localization |
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| 49 | Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809.json |
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| 50 | Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809.log |
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| 51 | Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_video/bmn_400x100_2x8_9e_mmaction_video_20200809-c9fd14d2.pth |
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| 52 | - Config: configs/localization/bmn/bmn_400x100_2x8_9e_activitynet_feature.py |
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| 53 | In Collection: BMN |
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| 54 | Metadata: |
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| 55 | Batch Size: 8 |
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| 56 | Epochs: 9 |
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| 57 | Training Data: ActivityNet v1.3 |
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| 58 | Training Resources: 2 GPUs |
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| 59 | feature: mmaction_clip |
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| 60 | Name: bmn_400x100_9e_2x8_activitynet_feature (mmaction_clip) |
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| 61 | Results: |
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| 62 | - Dataset: ActivityNet v1.3 |
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| 63 | Metrics: |
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| 64 | AP@0.5: 43.08 |
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| 65 | AP@0.75: 32.19 |
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| 66 | AP@0.95: 10.73 |
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| 67 | AR@100: 75.35 |
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| 68 | AUC: 67.38 |
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| 69 | mAP: 31.15 |
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| 70 | Task: Temporal Action Localization |
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| 71 | Training Json Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809.json |
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| 72 | Training Log: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809.log |
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| 73 | Weights: https://download.openmmlab.com/mmaction/localization/bmn/bmn_400x100_2x8_9e_mmaction_clip/bmn_400x100_2x8_9e_mmaction_clip_20200809-10d803ce.pth |