Yoga-pose detection using PoseNet,p5js with sound effects

This repository contains an implementation of a deep learning approach for yoga pose classification using Convolutional Neural Networks (CNN) and MediaPipe for body keypoint detection. The project aims to classify various yoga poses with high accuracy and low latency, making it suitable for real-world applications.

Python application to detect and correct yoga poses in real time

Realtime yoga pose detection and classification plugin for Flutter using MLKit

This is an Ai based Yoga Pose Detection System

Yoga Pose Detection using human key point estimation in C++ language built by postgraduate students of University of Glasgow

Real-time AI based yoga pose detection using CNN and YOLO

🧘‍♂️🤖 Flask, OpenCV, and MediaPipe power this yoga project for real-time pose detection. Using a webcam feed, it dynamically classifies poses with MediaPipe, while Flask enables web deployment. OpenCV manages video streaming and image processing, creating an interactive platform for yoga enthusiasts to practice effectively.

Example of fine-tuning VGG19 pretrained model for yoga pose detection.

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Using Openpose and ML to Classifiy Yoga Poses

This project leverages MediaPipe's pose estimation for comprehensive pose analysis and correction. It offers real-time voice feedback to guide users towards correcting posture deviations and optimizing movements.

Fitness monitoring system using body pose estimation to count repetitions of exercises like push-ups, jumping jacks, curl-ups, and squats. Tracks yoga pose durations and includes an alert for animal detection in the exercise area, ensuring safety and accuracy in real-time using YOLOv*8.

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Detect yoga poses from images

Yoga-Pose_Predict is a Flask web app for predicting yoga poses in images. It uses YOLO for keypoint detection and a custom PyTorch model for classification. Users can upload an image to view the predicted pose.

This project uses Keypoint R-CNN to detect human keypoints, analyze yoga/exercise poses, and provide visual & angle-based feedback for posture correction. It generates CSV/PDF reports and supports pose similarity analysis. Future enhancements include 3D pose estimation & real-time detection for fitness, rehab, and sports. 🚀

Revolutionize your wellness journey with our comprehensive web and mobile app. From an AI Exercise Buddy and Yoga Pose Detection to personalized diet plans and mental health chatbot, we've got it all. Track progress, stay motivated with rewards, and access live therapy sessions. Your go-to for a healthier lifestyle.

A web application which not only detects yoga poses from the image but also provides the degree of correctness of the poses.

Yoga Pose Detection and classification using deep learning

Yoga pose detection and correction using computer vision

Yoga Pose Recognition

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Created a robust yoga pose classifier using custom data & Mediapipe for keypoint extraction. Leveraged CNN & LSTM for precision, deployed with Tkinter for user-friendly interface. Utilized TensorFlow, Keras, scikit-learn, & more for development.

YogaFix is a real-time Yoga Pose detection and feedback system built using Python, OpenCV, and Mediapipe for pose estimation. The system is served via a FastAPI backend that captures webcam frames server-side, processes them to detect poses, and provides real-time feedback over WebSocket connections.

a simple CNN built to identify yoga poses into categories from images.

Detects Yoga poses out of pictures

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