irhum / R2Plus1D-PyTorch
PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Convolutions for Action Recognition"
☆363Updated 4 years ago
Related projects: ⓘ
- Inflated i3d network with inception backbone, weights transfered from tensorflow☆522Updated 3 months ago
- pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported☆451Updated 5 years ago
- ☆253Updated 5 years ago
- Code and models for our CVPR'19 paper "Representation Flow for Action Recognition"☆254Updated 2 years ago
- Pytorch porting of C3D network, with Sports1M weights☆342Updated 5 years ago
- [CVPR 2020] Temporal Pyramid Network for Action Recognition☆392Updated 3 years ago
- A repository of common methods, datasets, and tasks for video research☆532Updated 5 years ago
- I3D and 3D-ResNets in PyTorch☆185Updated 5 years ago
- PyTorch implementation of two-stream networks for video action recognition☆567Updated 3 years ago
- I3D Nonlocal ResNets in Pytorch☆245Updated 2 years ago
- PyTorch implementation of "SlowFast Networks for Video Recognition".☆337Updated 5 years ago
- Transforms for video datasets in pytorch☆268Updated 3 years ago
- A pytorch reproduction of { Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Agg…☆219Updated last year
- Extract TVL1 optical flows in python (multi-process && multi-server)☆192Updated 6 years ago
- Spatiotemporal-separable 3D convolution network.☆117Updated 6 years ago
- Graph Convolutional Networks for Temporal Action Localization (ICCV2019)☆319Updated 4 years ago
- Pretrained Image & Video ConvNets and GANs for PyTorch: NASNet, ResNeXt (2D + 3D), ResNet (2D + 3D), InceptionV4, InceptionResnetV2, Xcep…☆327Updated 2 years ago
- Download DeepMind's Kinetics dataset.☆262Updated 2 years ago
- Tools to extract dense optical flow from videos, based on OpenCV☆246Updated 3 years ago
- Inflate DenseNet and ResNet as per I3D with ImageNet weight transfer☆143Updated 3 years ago
- R-C3D pytorch implementation☆248Updated 4 years ago
- Gate-Shift Networks for Video Action Recognition - CVPR 2020☆151Updated 4 years ago
- Codes for popular action recognition models, verified on the something-something data set.☆244Updated 5 years ago
- Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)☆157Updated 5 years ago
- TensorFlow code for finetuning I3D model on UCF101.☆144Updated 6 years ago
- temporal action detection with SSN☆641Updated 5 years ago
- Temporal Relation Networks☆787Updated 3 years ago
- Code and models of paper " ECO: Efficient Convolutional Network for Online Video Understanding", ECCV 2018☆436Updated 5 years ago
- Compressed Video Action Recognition☆500Updated 6 years ago
- CVPR 2019 Paper - Learning Actor Relation Graphs for Group Activity Recognition☆172Updated 5 years ago