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

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/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)