[ECCV 2022] Official implementation of the paper "SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos"

Official code for "Action Transformer: A Self-attention Model for Short-time Pose-based Human Action Recognition", Pattern Recognition (2022).

Use Deepstream python API to extract the model output tensor and customize the post-processing of YOLO-Pose

Pose Detection and Machine Learning for real-time body posture analysis during exercise to provide audiovisual feedback on improvement of form.

The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"

Use Tensorflow Lite + OpenCV to do object detection, classification, and Pose detection.

A gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor.

An AI-powered fitness tracker that uses real-time pose estimation to count reps, monitor form, and provide instant feedback for exercises like squats, push-ups, and bicep curls. Designed for accuracy, motivation, and adaptability

Classify human poses with help of yolo pose model.

This repository contains code for collecting pose data of various yoga poses using the MediaPipe Pose model. The collected data includes the angles of different body joints in each yoga pose.

Calculate OKS(Object Keypoints Similarity) from two sets of keypoints

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

control go1 pro robot using hand/body poses

Push-up-Counter-with-Python-Mediapipe

A prototype with a demonstration video for real-time human pose estimation and walking speed measurement using YOLOv8 with webcam.

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

🧘‍♂️🤖 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.

Jetson Nano-based app using computer vision and a CNN model to analyse sitting posture. Alerts sent for poor posture, with real-time monitoring and user feedback. Optimised for Jetson Nano, with data storage and user statistics. Promotes better spinal health and posture habits.

Pose estimation implemented in tensorflow 2.