120 Open source projects that are alternatives of or similar to ntu-x

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

Explore Action Recognition

Action recognition with C3D network implemented in tensorflow

Exploration of different solutions to action recognition in video, using neural networks implemented in PyTorch.

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

TensorFlow code for finetuning I3D model on UCF101.

No description or website provided.

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

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

Pytorch model zoo for human, include all kinds of 2D CNN, 3D CNN, and CRNN

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

C3D for Keras + TensorFlow

Trajectory-pooled Deep-Convolutional Descriptors

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

Generic PyTorch Dataset Implementation for Loading, Preprocessing and Augmenting Video Datasets

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

Video Classification based on PyTorch

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

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

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

This repo allocate DAPs code of our ECCV 2016 publication

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

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

A Python module to decode video frames directly, using the FFmpeg C API.

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

A public Python implementation for generating Dynamic Images introduced in 'Dynamic Image Networks for Action Recognition' by Bilen et al.

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

[CVPR 2020 Oral] PyTorch implementation of "Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition"

Learning Video Representations from Correspondence Proposals (CVPR 2019 Oral)

Video classification tools using 3D ResNet

[BMVC 2018] iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection

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

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

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

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

temporal action detection with SSN

Code for AdaScan: Adaptive Scan Pooling (CVPR 2017)

Gluon CV Toolkit

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

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 !!!)

GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.

Skeleton-based Action Recognition

Dynamic Image Networks for Action Recognition

A curated list of action recognition and related area resources

REPresentAtion bIas Removal (REPAIR) of datasets

3D ResNets for Action Recognition (CVPR 2018)

Data preparation and loader for AMASS

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.

[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.

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

Video Platform for Action Recognition and Object Detection in Pytorch

基于kinect 的人体 动作识别

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

Video-friendly caffe -- comes with the most recent version of Caffe (as of Jan 2019), a video reader, 3D(ND) pooling layer, and an example training script for C3D network and UCF-101 data

An implementation of the LRCN in Torch

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

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

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

[CVPR 2021] Multi-shot Temporal Event Localization: a Benchmark

A lightweight network for body/hand action recognition