120 Open source projects that are alternatives of or similar to Video_classification_pytorch

NTU-X, which is an extended version of popular NTU dataset

The official PyTorch implementation of "Context Matters: Self-Attention for sign Language Recognition"

PyTorch implementation of two-stream networks for video action recognition

Identifying Visible Actions in Lifestyle Vlogs

Count pushups from video/webcam. Tech stack: Keypoint detection, BlazePose, action recognition.

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

Detects Chinese traffic police commanding poses 检测中国交警指挥手势

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

Action recognition using soft attention based deep recurrent neural networks

Using deep learning to perform action recognition in the sport of tennis.

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

Action recognition.基于C3D的视频动作识别

ICCV 19 Grouped Spatial-Temporal Aggretation for Efficient Action Recognition

Training Toolbox for Caffe

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

REPresentAtion bIas Removal (REPAIR) of datasets

[CVPR 2021] TDN: Temporal Difference Networks for Efficient Action Recognition

Temporal Convolutional Feature Pyramid Network (TCFPN) & Iterative Soft Boundary Assignment (ISBA), CVPR '18

A collection of recent video understanding datasets, under construction!

Two Stream CNN implemented in Keras using in skeleton-based action recognition with dataset NTU RGB+D

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

[CVPR2021] UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles

This repository host the code for real-time action detection paper

A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.

[ECCV 2020] Official Pytorch implementation for "Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification". SOTA results for ZSL and GZSL

Hierarchical Co-occurrence Network with Prototype Loss for Few-shot Learning (PyTorch)

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

Real time Fight Detection Based on 2D Pose Estimation and RNN Action Recognition

基于kinect 的人体 动作识别

Using two stream architecture to implement a classic action recognition method on UCF101 dataset

Deep Learning for Computer Vision (CommE 5052) in NTU

This repo allocate DAPs code of our ECCV 2016 publication

An implementation of the LRCN in Torch

temporal action detection with SSN

End-to-end Temporal Action Detection with Transformer. [Under review for a journal publication]

ResGCN: an efficient baseline for skeleton-based human action recognition.

No description or website provided.

Gluon CV Toolkit

code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics

To keep updates with VRU Grand Challenge, please use https://github.com/NExTplusplus/VidVRD-helper

Surveillance System Against Violence

Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)

Official PyTorch code for the ICIP 2021 paper 'Syntactically Guided Generative Embeddings For Zero Shot Skeleton Action Recognition'

Okutama-Action: An Aerial View Video Dataset for Concurrent Human Action Detection

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

Skeleton-based Action Recognition

A Repository for maintaining various human skeleton preprocessing steps in numpy and tensorflow along with tensorflow model to learn pose embeddings.

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

experiments on classifying actions using poses

A curated list of action recognition and related area resources

Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition

Video classification tools using 3D ResNet

3D ResNets for Action Recognition (CVPR 2018)

A one stop shop for all of your activity recognition needs.

HAKE-Action in PyTorch

EPIC-KITCHENS-55 baselines for Action Recognition

Temporal Segment Networks (TSN) in PyTorch

[ICCV 2021 Oral] Deep Evidential Action Recognition