junyongyou / Attention-boosted-deep-networks-for-video-classification
This is a implementation of integrating a simple but efficient attention block in CNN + bidirectional LSTM for video classification.
☆23Updated 9 months ago
Alternatives and similar repositories for Attention-boosted-deep-networks-for-video-classification:
Users that are interested in Attention-boosted-deep-networks-for-video-classification are comparing it to the libraries listed below
- Pytorch 3DNet attention feature map Visualization by [Cam](https://arxiv.org/abs/1512.04150); C3D, R3D, I3D, MF Net is support now!☆66Updated 4 years ago
- Video Transformer Network☆40Updated 3 years ago
- C3D-LSTM implementation in PyTorch [WACV 2019]☆39Updated 4 years ago
- A public Python implementation for generating Dynamic Images introduced in 'Dynamic Image Networks for Action Recognition' by Bilen et a…☆39Updated 4 years ago
- Implementation of brand new video augmentation strategy for video action recognition with 3D CNN☆27Updated 3 years ago
- ☆46Updated 4 years ago
- [Codes of paper]: Busy-Quiet Video Disentangling for Video Classification☆13Updated 3 years ago
- Action recognition tutorial using UCF-101 dataset.☆26Updated 3 years ago
- ☆80Updated 5 years ago
- PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.☆86Updated 3 years ago
- PyTorch Implementation for Global and Local Attention Network☆24Updated 4 years ago
- The Pytorch code of the TEA module (Temporal Excitation and Aggregation for Action Recognition)☆195Updated 3 years ago
- Testing code for few-shot action recognition☆11Updated 4 years ago
- Two-Stream Convolutional Networks for Action Recognition in Videos☆47Updated 6 years ago
- Three steps to train your own model for action recognition based on CNN and LSTM by PyTorch.☆88Updated last year
- fourierer / Video_Classification_ResNet3D_R2plus1D_ip-CSN_train-UCF101-HMDB51-Kinetics400-from-scratchUsing ResNet3D-50,R(2+1)D-50, and ip_CSN-50 to train UCD-101,HMDB-51 and Kinetics-400 from scratch.☆28Updated 4 years ago
- I3D and 3D-ResNets in PyTorch☆193Updated 6 years ago
- Code for CVPR2021 paper "Learning Salient Boundary Feature for Anchor-free Temporal Action Localization"☆176Updated 3 years ago
- A PyTorch implementation of R2Plus1D and C3D based on CVPR 2017 paper "A Closer Look at Spatiotemporal Convolutions for Action Recognitio…☆59Updated 5 years ago
- [Codes of paper]: PAN: Towards Fast Action Recognition via Learning Persistence of Appearance☆103Updated 4 years ago
- ☆66Updated 4 years ago
- TAM: Temporal Adaptive Module for Video Recognition☆202Updated 2 years ago
- Video Action Recognition on HMDB51, UCF101, Something-Something. I3D, R(2+1)D☆7Updated 5 years ago
- Source code and dataset of CVPR2020 paper: "Context-aware and Scale-insensitive Temporal Repetition Counting"☆52Updated 4 years ago
- 3D-ResNeXt101 with Grad-CAM Demo. (Pytorch)☆24Updated 4 years ago
- Unofficial implementation of ResNet3D and CSN (Channel-Separated Convolutional Networks) from Video Classification with Channel-Separated…☆18Updated 5 years ago
- The models of action recognition with pytorch☆210Updated 6 years ago
- Zero-shot video classification by end-to-end training of 3D convolutional neural networks☆146Updated 4 years ago
- Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Mu…☆69Updated 2 years ago
- Train I3D model on ucf101 or hmdb51 by tensorflow☆111Updated 6 years ago