类型 开源代码地址 文件名 公网IP地址/公网URL地址/域名/邮箱地址 用途说明
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