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speed-detection

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This computer vision project analyzes tennis match videos using cutting-edge techniques. It employs YOLOv8 for player detection, finetuned YOLO for ball tracking, and ResNet50 for extracting court keypoints. Additionally, it calculates player and ball speeds and generates a mini court reflecting player positions.

  • Updated Dec 22, 2025
  • Jupyter Notebook

Real-time object detection and tracking using YOLO11 with SRT (Secure Reliable Transport) video streams. Tracks vehicles, people, and bicycles with direction detection, speed calculation, and automatic screenshot capture. Includes comprehensive time-series metrics storage with InfluxDB and Grafana visualization.

  • Updated Nov 17, 2025
  • Python

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