Shypd.aiThe largest open index of AI toolsAI-basketball-analysis is an Open Source tool that analyzes basketball shots and shooting poses. It provides detailed shot and pose analysis using object detection and OpenPose.
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AI-basketball-analysis is an AI-powered web application and API designed to analyze basketball shots and shooting poses. It leverages object detection and the OpenPose framework to provide detailed insights into player movements, shot accuracy, and body keypoints. Users can upload basketball videos for analysis or submit POST requests to its API to receive JSON responses with detected keypoints and other data. The tool identifies successful and missed shots, tracks the basketball, and analyzes elbow and knee angles to determine release angles and times. It's built on a Faster R-CNN architecture, trained on the COCO dataset, and offers features like shot counting, pose analysis, and a detection API. The project is intended for noncommercial research use only due to OpenPose's license.
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