ShangwuYao / Pose-guided-action-recognition
Use human pose information to help action recognition, explored with attention-pooling method, C3D method and two-stream architecture, implemented in pytorch.
☆18Updated 6 years ago
Alternatives and similar repositories for Pose-guided-action-recognition:
Users that are interested in Pose-guided-action-recognition are comparing it to the libraries listed below
- Our implementation of Recurrent Pose Attention in Du et al.: "RPAN: An End-to-End Recurrent Pose-attention Network for Action Recognition…☆37Updated 6 years ago
- Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.☆42Updated 6 years ago
- Code for paper: Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition☆28Updated 2 years ago
- for action recognition in videos☆43Updated 7 years ago
- This is an i3d version which can be used to finetune on other video dataset.☆41Updated 6 years ago
- An implementation of Video Transformer Network (VTN) approach for Action Recognition in TensorFlow.☆55Updated 4 years ago
- Train action classification model based on individual frames☆41Updated 6 years ago
- Inflated 3D ConvNets for video understanding☆49Updated last year
- Pytorch implementation of StNet: Local and Global Spatial-Temporal Modeling for Action Recognition☆58Updated 5 years ago
- ☆91Updated 6 years ago
- Learning Spatiotemporal Features using 3DCNN and Convolutional LSTM for Gesture Recognition☆61Updated 6 years ago
- implementation of the paper 'SlowFast Networks for Video Recognition ' with Pytorch☆27Updated 5 years ago
- Temporal Segment Networks (TSN) in Tensorflow☆25Updated 5 years ago
- Cascaded Boundary Regression For Temporal Action Detection☆52Updated 7 years ago
- Deep networks with Temporal Pyramid Pooling. The official implementation for "End-to-end Video-level Representation Learning for Action R…☆74Updated 5 years ago
- Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D☆77Updated 6 years ago
- using GPU to extract videos' dense optical flow fields☆38Updated 7 years ago
- part-aware lstm implemented in tensorflow used in skeleton-based action recognition with dataset NTU RGB+D.☆48Updated 5 years ago
- TensorFlow code for finetuning I3D model on UCF101.☆145Updated 6 years ago
- Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition☆40Updated 7 years ago
- This repository host the code for real-time action detection paper☆30Updated 7 years ago
- Lua☆57Updated 6 years ago
- Action recognition with C3D network implemented in tensorflow☆33Updated 7 years ago
- Source code of our TCSVT 2018 paper "Two-stream Collaborative Learning with Spatial-Temporal Attention for Video Classification".☆20Updated 7 years ago
- 3D skeleton-based human action recognition using two stream CNNs☆12Updated 7 years ago
- Two-Stream Convolutional Networks for Action Recognition in Videos☆47Updated 6 years ago
- This review contains some action recognition methods.☆57Updated 6 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
- Basic two stream video action classification by tensorflow slim.☆23Updated 5 years ago
- This Pytorch repo uses BiConvLSTM in a Spatiotemporal Encoder to detect violence in Videos. Three benchmark datasets namely Hockey, Movie…☆37Updated 6 years ago