pose-classification

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human-action-classification

dronefreak / human-action-classification

Star 268

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.

computer-vision deep-learning pytorch convolutional-neural-networks transfer-learning pose-estimation video-classification video-recognition human-action-recognition hmdb51 video-analysis ucf-101 r2plus1d mobilenetv3 mediapipe pose-classification video-classification-models timm real-time-inference r3d-18

Updated Aug 14, 2026
Python

padel_analytics

Joao-M-Silva / padel_analytics

Star 267

AI-powered padel analytics

computer-vision transformers data-visualization artificial-intelligence neural-networks yolo data-analysis object-detection object-tracking pose-estimation pose-classification

Updated Oct 21, 2024
Python

reevald / ai-workout-assistant

Star 232

AI-based pose tracking and repetitions counter to help everyone do the workout.

machine-learning tensorflow workout-tracker pose-classification pose-detection

Updated May 25, 2023
JavaScript

wmj142326 / PVCP

Star 19

NeurIPS 2024 | 🤸‍♂️💥🚗Pedestrian-Centric 3D Pre-collision Pose and Shape Estimation from Dashcam Perspective

collision posters pedestrian-detection smpl pose-classification neurips2024

Updated Sep 5, 2025
Python

abhishekove / Teachable

Star 8

A Flutter Package to use Google Teachable Machine. To make a Pose classifier

flutter posenet pose-classification teachable-machine

Updated Jul 3, 2021
HTML

hunter952001 / go1_pose_detection

Star 7

control go1 pro robot using hand/body poses

opencv real-time opencv-python go1 mediapipe pose-classification pose-detection hand-estimation mediapipe-hands mediapipe-pose unitree

Updated Aug 9, 2024
Python

brendacq / posenet-studies

Star 7

Studies on Pose Estimation and Classification with PoseNet using ml5.js and p5.js libraries.

studies pose-estimation pose-classification posenet-models

Updated Sep 4, 2020
JavaScript

reevald / Oh-Dance-AI

Star 7

Machine Learning Model for Oh Dance Applications.

machine-learning natural-language-processing tensorflow classification-algorithm pose-classification

Updated Dec 6, 2022
Jupyter Notebook

rodosingh / Table-Tennis-Shot-Classification-Using-OpenPose

Star 6

Pose Classification using OpenPose from OpenCV library.

deep-learning table-tennis opencv-python pose-estimation video-analysis open-pose pose-classification

Updated Feb 26, 2021
Jupyter Notebook

Abantika2003 / Yoga-Pose-Detection-from-Videos-and-Images-Using-Machine-Learning-Approach

Star 2

Yoga Pose Detection using GANs and Real-Time Pose Estimation is a computer vision project that detects and classifies yoga poses from static images or webcam feeds. It uses GANs for data augmentation, keypoint detection models like OpenPose and PoseNet, and machine learning classifiers to evaluate pose accuracy and provide real-time feedback.