| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/evaluation/functional/ava_utils.py |
NonLocal/mmaction/core/evaluation/ava_utils.py |
https://research.google.com/ava/download.html |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/core/evaluation/eval_hooks.py |
https://github.com/open-mmlab/mmaction2/pull/395 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/engine/hooks/output.py |
NonLocal/mmaction/core/hooks/output.py |
https://stackoverflow.com/questions/31174295/getattr-and-setattr-on-nested-objects |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmaction/core/scheduler/lr_updater.py |
https://github.com/deepcs233/TIN/blob/master/main.py#L409-L412 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/pipelines/augmentations.py |
https://imgaug.readthedocs.io/en/latest/index.html |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/open-mmlab/mmaction2/pull/89 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/wrappers.py |
NonLocal/mmaction/datasets/pipelines/augmentations.py |
https://arxiv.org/abs/1909.13719 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/wrappers.py |
NonLocal/mmaction/datasets/pipelines/augmentations.py |
https://github.com/tensorflow/tpu/blob/master/models/official/efficientnet/autoaugment.py |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/open-mmlab/mmaction2/pull/89 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/open-mmlab/mmaction2/pull/89 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/open-mmlab/mmaction2/pull/89 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/loading.py |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/mikeboers/PyAV |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/loading.py |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/mikeboers/PyAV |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/loading.py |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/soft-matter/pims |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition/r2plus1d/metafile.yml |
NonLocal/mmaction/models/backbones/resnet2plus1d.py |
https://arxiv.org/abs/1711.11248 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/loading.py |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/soft-matter/pims |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/datasets/transforms/loading.py |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/PyAV-Org/PyAV/ |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/advanced_guides/customize_pipeline.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/dmlc/decord |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/advanced_guides/customize_pipeline.md |
NonLocal/mmaction/datasets/pipelines/loading.py |
https://github.com/dmlc/decord |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/resnet3d_csn.py |
NonLocal/mmaction/models/backbones/resnet3d_csn.py |
https://arxiv.org/pdf/1711.11248.pdf |
参考论文地址 |
| 开发引入 |
/ |
NonLocal/mmaction/datasets/pipelines/augmentations.py |
https://gluon-cv.mxnet.io/_modules/gluoncv/data/transforms/experimental/image.html |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmaction/datasets/pipelines/augmentations.py |
https://mxnet.apache.org/api/python/docs/_modules/mxnet/image/image.html#LightingAug |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/detection/slowfast/metafile.yml |
NonLocal/mmaction/models/backbones/resnet3d_slowfast.py |
https://arxiv.org/abs/1812.03982 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/detection/slowfast/metafile.yml |
NonLocal/mmaction/models/backbones/resnet3d_slowfast.py |
https://arxiv.org/abs/1812.03982 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition_audio/resnet/metafile.yml |
NonLocal/mmaction/models/backbones/resnet_audio.py |
https://arxiv.org/abs/2001.08740 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition/tsm/metafile.yml |
NonLocal/mmaction/models/backbones/resnet_tsm.py |
https://arxiv.org/abs/1811.08383 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition/tin/metafile.yml |
NonLocal/mmaction/models/backbones/resnet_tin.py |
https://arxiv.org/abs/2001.06499 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/tanet.py |
NonLocal/mmaction/models/backbones/tanet.py |
https://arxiv.org/pdf/2005.06803 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/tanet.py |
NonLocal/mmaction/models/backbones/tanet.py |
https://arxiv.org/pdf/2005.06803 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/resnet3d_csn.py |
NonLocal/mmaction/models/common/conv2plus1d.py |
https://arxiv.org/pdf/1711.11248.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition/timesformer/metafile.yml |
NonLocal/mmaction/models/backbones/timesformer.py |
https://arxiv.org/abs/2102.05095 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/resnet3d_csn.py |
NonLocal/mmaction/models/common/conv2plus1d.py |
https://arxiv.org/pdf/1711.11248.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/x3d.py |
NonLocal/mmaction/models/backbones/x3d.py |
https://arxiv.org/pdf/2004.04730.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/recognition_audio/resnet/metafile.yml |
NonLocal/mmaction/models/common/conv_audio.py |
https://arxiv.org/abs/2001.08740 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/backbones/tanet.py |
NonLocal/mmaction/models/common/tam.py |
https://arxiv.org/pdf/2005.06803 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/detection/lfb/metafile.yml |
NonLocal/mmaction/models/common/lfb.py |
https://arxiv.org/abs/1812.05038 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/detection/acrn/metafile.yml |
NonLocal/mmaction/models/heads/misc_head.py |
https://arxiv.org/abs/1807.10982 |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmaction/models/heads/tpn_head.py |
https://arxiv.org/abs/1906.02629 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/localization/bmn/metafile.yml |
NonLocal/mmaction/models/localizers/bmn.py |
https://arxiv.org/abs/1907.09702 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/localization/bmn/README.md |
NonLocal/mmaction/models/localizers/bmn.py |
https://github.com/JJBOY/BMN-Boundary-Matching-Network |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/localizers/bsn.py |
NonLocal/mmaction/models/localizers/bsn.py |
http://arxiv.org/abs/1806.02964 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/localizers/bsn.py |
NonLocal/mmaction/models/localizers/bsn.py |
https://github.com/wzmsltw/BSN-boundary-sensitive-network |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/models/localizers/base.py |
https://github.com/open-mmlab/mmaction2/pull/913 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/localizers/bsn.py |
NonLocal/mmaction/models/localizers/bsn.py |
http://arxiv.org/abs/1806.02964 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/localizers/bsn.py |
NonLocal/mmaction/models/localizers/bsn.py |
https://github.com/wzmsltw/BSN-boundary-sensitive-network |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/localization/bmn/metafile.yml |
NonLocal/mmaction/models/losses/bmn_loss.py |
https://arxiv.org/abs/1907.09702 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/configs/localization/bmn/README.md |
NonLocal/mmaction/models/losses/bmn_loss.py |
https://github.com/JJBOY/BMN-Boundary-Matching-Network |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/losses/cross_entropy_loss.py |
NonLocal/mmaction/models/losses/cross_entropy_loss.py |
https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/necks/tpn.py |
NonLocal/mmaction/models/necks/tpn.py |
https://arxiv.org/pdf/2004.03548.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/evaluation/functional/ava_evaluation/metrics.py |
NonLocal/mmaction/core/evaluation/ava_evaluation/metrics.py |
https://www.robots.ox.ac.uk/~vgg/rg/papers/deselaers-eccv10.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/train.py |
https://github.com/open-mmlab/mmaction2/pull/123 |
源码实现 |
| 开发引入 |
/ |
NonLocal/mmcv_need/epoch_based_runner.py |
https://github.com/open-mmlab/mmcv/pull/1108 |
源码实现 |
| 开发引入 |
/ |
NonLocal/mmcv_need/optimizer.py |
https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmcv_need/optimizer.py |
https://pytorch.org/docs/stable/amp.html#torch.cuda.amp.GradScaler |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmcv_need/optimizer.py |
https://arxiv.org/abs/1710.03740 |
模型相关说明 |
| 开发引入 |
/ |
NonLocal/mmcv_need/transformer.py |
https://arxiv.org/abs/2002.04745 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/activitynet_dataset.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/activitynet_dataset.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/utils/blending_utils.py |
NonLocal/mmaction/datasets/blending_utils.py |
https://arxiv.org/abs/1710.09412 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/base.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/base.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |
| 开发引入 |
/ |
NonLocal/mmaction/datasets/builder.py |
https://github.com/pytorch/pytorch/issues/973 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/utils/blending_utils.py |
NonLocal/mmaction/datasets/blending_utils.py |
https://arxiv.org/abs/1905.04899 |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/models/utils/blending_utils.py |
NonLocal/mmaction/datasets/blending_utils.py |
https://github.com/clovaai/CutMix-PyTorch |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/ava_dataset.py |
https://github.com/open-mmlab/mmaction2/pull/567 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/models/builder.py |
https://github.com/open-mmlab/mmaction2/pull/629 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/models/builder.py |
https://github.com/open-mmlab/mmaction2/pull/629 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/utils/gradcam_utils.py |
NonLocal/mmaction/utils/gradcam_utils.py |
https://github.com/facebookresearch/SlowFast/blob/master/slowfast/visualization/gradcam_utils.py |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/utils/gradcam_utils.py |
NonLocal/mmaction/utils/gradcam_utils.py |
https://arxiv.org/pdf/1610.02391.pdf |
参考论文地址 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/ssn_dataset.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/mmaction/utils/gradcam_utils.py |
NonLocal/mmaction/utils/gradcam_utils.py |
https://matplotlib.org/3.3.0/tutorials/colors/colormaps.html |
模型相关说明 |
| 开源代码引入 |
https://github.com/open-mmlab/mmaction2/blob/master/docs/en/notes/changelog.md |
NonLocal/mmaction/datasets/ssn_dataset.py |
https://github.com/open-mmlab/mmaction2/pull/286 |
源码实现 |