[ECCV 2022] Official implementation of the paper "SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos"
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Updated
May 6, 2023 - Python
[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
Use Tensorflow Lite + OpenCV to do object detection, classification, and Pose detection.
Pose Detection and Machine Learning for real-time body posture analysis during exercise to provide audiovisual feedback on improvement of form.
A gesture recognition system powered by OpenPose, k-nearest neighbours, and local outlier factor.
The official implementation of paper: "Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning"
Classify human poses with help of yolo pose model.
🧘♂️🤖 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.
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.
Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.
Pose estimation implemented in tensorflow 2.
control go1 pro robot using hand/body poses
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.
A prototype with a demonstration video for real-time human pose estimation and walking speed measurement using YOLOv8 with webcam.
Human-Drone-Interaction
ECE445 Senior Design: An AI gym robot for exercise guidance
Postrue is a Python-based application that empowers users to enhance their posture in real-time by detecting and correcting incorrect postures using Mediapipe and OpenCV libraries.
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