121 Open source projects that are alternatives of or similar to Mmskeleton

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

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

An implementation of the LRCN in Torch

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

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

Dynamic Image Networks for Action Recognition

No description or website provided.

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

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

TensorFlow code for finetuning I3D model on UCF101.

Surveillance System Against Violence

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

Video Platform for Action Recognition and Object Detection in Pytorch

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

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

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

🍴 Annotations for the EPIC KITCHENS-55 Dataset.

experiments on classifying actions using poses

Video classification tools using 3D ResNet

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

Timeception for Complex Action Recognition, CVPR 2019 (Oral Presentation)

[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)

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

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

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

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.

Data preparation and loader for AMASS

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

temporal action detection with SSN

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

Trajectory-pooled Deep-Convolutional Descriptors

PyTorch implementation of a collections of scalable Video Transformer Benchmarks.

Gluon CV Toolkit

Action recognition with C3D network implemented in tensorflow

Paper list of activity prediction and related area

No description or website provided.

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 !!!)

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

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

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

Skeleton-based Action Recognition

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

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

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

A curated list of action recognition and related area resources

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

Video Classification based on PyTorch

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

3D ResNets for Action Recognition (CVPR 2018)

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

Explore Action Recognition

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.

Implementation Code of the paper Optical Flow Guided Feature, CVPR 2018

Caffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"

C3D for Keras + TensorFlow

HAKE: Human Activity Knowledge Engine (CVPR'18/19/20, NeurIPS'20)

HAKE-Action in PyTorch

Identifying Visible Actions in Lifestyle Vlogs