Pinned Repositories
football_analysis
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos
insightbook.opencv_project_python
kalman_filter
Kalman Filter in Python (파이썬으로 구현하는 칼만 필터)
learnopencv
Learn OpenCV : C++ and Python Examples
openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
tennis_analysis
This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.
jhryu21's Repositories
jhryu21/tennis_analysis
This project analyzes Tennis players in a video to measure their speed, ball shot speed and number of shots. This project will detect players and the tennis ball using YOLO and also utilizes CNNs to extract court keypoints. This hands on project is perfect for polishing your machine learning, and computer vision skills.
jhryu21/football_analysis
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and perspective transformation to analyze player movements in football videos
jhryu21/learnopencv
Learn OpenCV : C++ and Python Examples
jhryu21/insightbook.opencv_project_python
jhryu21/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
jhryu21/kalman_filter
Kalman Filter in Python (파이썬으로 구현하는 칼만 필터)