Human action classification system with pose-based (MediaPipe) and video-based (3D CNN) models. Features 100+ architectures for real-time pose classification and temporal models pretrained on UCF-101/HMDB51.
☆255Jan 19, 2026Updated 2 months ago
Alternatives and similar repositories for human-action-classification
Users that are interested in human-action-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints☆812Oct 27, 2024Updated last year
- ☆22Aug 12, 2019Updated 6 years ago
- Implementation of openpose with tensorflow & openCV for estimation of human poses & classification.☆53Dec 27, 2022Updated 3 years ago
- 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 …☆942Jul 3, 2021Updated 4 years ago
- Deep Learning Project.☆237Mar 26, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A skeleton-based real-time online action recognition project, classifying and recognizing base on framewise joints, which can be used for…☆718Oct 10, 2020Updated 5 years ago
- Simple image classification convolutional neural net and prediction for 10 different yoga poses☆13Jul 1, 2019Updated 6 years ago
- Activity Recognition from 2D pose using an LSTM RNN☆296Jun 2, 2021Updated 4 years ago
- A Tensorflow implementation of multi-person action recognition in nine acts☆35Aug 21, 2019Updated 6 years ago
- Deep learning model that predicts human action in a given video feed using pose estimation☆22Mar 30, 2019Updated 7 years ago
- Human Action Recognition using skeleton and infrared data. State-of-the-art results on NTU RBG+D. Implemented with PyTorch.☆44Dec 8, 2022Updated 3 years ago
- Detect humans in an image and estimate the pose for each person☆66Sep 17, 2025Updated 6 months ago
- Using TF-Openpose will create own custom model to test action recognition.☆13Feb 16, 2023Updated 3 years ago
- Flask App for adpative-bitrate HTTP Live Streaming☆12Feb 2, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆21Apr 10, 2019Updated 7 years ago
- Fall Detection using OpenPifPaf's Human Pose Estimation model☆416Sep 12, 2025Updated 7 months ago
- ☆15Jun 9, 2021Updated 4 years ago
- Simple yet efficient real-time pose based action recognition☆100Dec 19, 2021Updated 4 years ago
- View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition☆133Jun 12, 2023Updated 2 years ago
- Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python.☆104Sep 7, 2020Updated 5 years ago
- mediapipe_pose_classification_with_tf☆22Nov 9, 2021Updated 4 years ago
- Real-time video classification from webcam feed utilizing NLN☆38Dec 22, 2020Updated 5 years ago
- ☆13Jan 2, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆11Apr 6, 2019Updated 7 years ago
- Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all crop…☆120Apr 2, 2025Updated last year
- Computer Vision Project : Action Recognition on UCF101 Dataset☆42Dec 14, 2019Updated 6 years ago
- AlphaPose + ST-GCN + SORT.☆845Oct 2, 2021Updated 4 years ago
- Use mediapipe holistic model to classify pose application.☆17Aug 23, 2021Updated 4 years ago
- Run Online-Realtime-Action-Recognition-based-on-OpenPose sucess☆11Apr 6, 2021Updated 5 years ago
- Action recognition based on OpenPose and 2s-AGCN☆13Jun 10, 2020Updated 5 years ago
- Repository containing the material required to reproduce the results of the paper "Vision-Based Fall Detection with Convolutional Neural …☆239Feb 15, 2023Updated 3 years ago
- This project aims at adjusting the VideoPose3D project from Dario Pavllo, in order to track the trajectories of multiple people and predi…☆10Mar 28, 2021Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- This is pose estimation method used classifying sitting standing positions of a person using OpenPose and Tensorflow (ML)☆17Apr 14, 2020Updated 5 years ago
- Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightwe…☆2,238Apr 30, 2024Updated last year
- Implementation of various human pose estimation models in pytorch on multiple datasets (MPII & COCO) along with pretrained models☆487Oct 20, 2021Updated 4 years ago
- Keras implementation of Human Action Recognition for the data set State Farm Distracted Driver Detection (Kaggle)☆184Sep 23, 2016Updated 9 years ago
- Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth Image☆33Jun 1, 2023Updated 2 years ago
- Skeleton-based Action Recognition☆685Apr 18, 2023Updated 2 years ago
- action recognition using mediapipe and lstm networks☆23Mar 20, 2022Updated 4 years ago