okankop / Efficient-3DCNNsLinks
PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.
☆812Updated 2 years ago
Alternatives and similar repositories for Efficient-3DCNNs
Users that are interested in Efficient-3DCNNs are comparing it to the libraries listed below
Sorting:
- PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.☆1,220Updated last year
- Video classification tools using 3D ResNet☆1,125Updated 6 years ago
- 3D ResNets for Action Recognition (CVPR 2018)☆3,998Updated 4 years ago
- pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported☆454Updated 6 years ago
- ☆1,017Updated 4 years ago
- Inflated i3d network with inception backbone, weights transfered from tensorflow☆544Updated last year
- Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101☆961Updated 4 years ago
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆719Updated 3 years ago
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,206Updated 4 years ago
- PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Conv…☆364Updated 5 years ago
- Implementation of Non-local Block.☆1,573Updated 2 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,211Updated 3 years ago
- PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)☆251Updated 2 years ago
- PyTorch implementation of "SlowFast Networks for Video Recognition".☆347Updated 6 years ago
- Using two stream architecture to implement a classic action recognition method on UCF101 dataset☆874Updated 5 years ago
- PyTorch implementation of two-stream networks for video action recognition☆582Updated 4 years ago
- Dual Attention Network for Scene Segmentation (CVPR2019)☆2,435Updated 5 months ago
- I3D Nonlocal ResNets in Pytorch☆255Updated 3 years ago
- Pytorch porting of C3D network, with Sports1M weights☆357Updated 6 years ago
- VMZ: Model Zoo for Video Modeling☆1,050Updated this week
- I3D and 3D-ResNets in PyTorch☆193Updated 6 years ago
- PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks☆320Updated 4 years ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,125Updated 11 months ago
- Implementing Attention Augmented Convolutional Networks using Pytorch☆653Updated 3 years ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,158Updated 2 years ago
- This is an official implementation for "Video Swin Transformers".☆1,557Updated 2 years ago
- CNN LSTM architecture implemented in Pytorch for Video Classification☆289Updated 2 years ago
- Non-official implement of Paper：CBAM: Convolutional Block Attention Module☆1,418Updated last year
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆456Updated 4 years ago
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,334Updated 4 years ago