okankop / Efficient-3DCNNs
PyTorch Implementation of "Resource Efficient 3D Convolutional Neural Networks", codes and pretrained models.
☆776Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Efficient-3DCNNs
- Video classification tools using 3D ResNet☆1,104Updated 5 years ago
- PyTorch implemented C3D, R3D, R2Plus1D models for video activity recognition.☆1,191Updated 10 months ago
- 3D ResNets for Action Recognition (CVPR 2018)☆3,903Updated 3 years ago
- ☆980Updated 4 years ago
- Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101☆940Updated 3 years ago
- Implementation of Non-local Block.☆1,571Updated last year
- Inflated i3d network with inception backbone, weights transfered from tensorflow☆528Updated 5 months ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,063Updated last year
- pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported☆451Updated 5 years ago
- (ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"☆1,075Updated last year
- Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification☆694Updated 3 years ago
- Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.☆1,182Updated 3 years ago
- I3D and 3D-ResNets in PyTorch☆189Updated 6 years ago
- Dual Attention Network for Scene Segmentation (CVPR2019)☆2,409Updated last year
- PyTorch implementation of Non-Local Neural Networks (https://arxiv.org/pdf/1711.07971.pdf)☆250Updated last year
- VMZ: Model Zoo for Video Modeling☆1,042Updated 3 years ago
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆450Updated 3 years ago
- PyTorch implementation of the R2Plus1D convolution based ResNet architecture described in the paper "A Closer Look at Spatiotemporal Conv…☆363Updated 4 years ago
- Train the HRNet model on ImageNet☆969Updated 2 years ago
- This is an official implementation for "Video Swin Transformers".☆1,451Updated last year
- PyTorch implementation of "SlowFast Networks for Video Recognition".☆342Updated 5 years ago
- Non-official implement of Paper:CBAM: Convolutional Block Attention Module☆1,339Updated last year
- PyTorch implementation of two-stream networks for video action recognition☆569Updated 3 years ago
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,270Updated 3 years ago
- [ICCV 2019] TSM: Temporal Shift Module for Efficient Video Understanding☆2,068Updated 4 months ago
- PyTorch Implementation of 2D and 3D 'squeeze and excitation' blocks for Fully Convolutional Neural Networks☆315Updated 4 years ago
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,193Updated 3 years ago
- Tutorial about 3D convolutional network☆227Updated 6 years ago
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Semantic Segmentation…☆1,181Updated 2 years ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,426Updated 3 years ago