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real-time-detection

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Enhances construction site safety using YOLO for object detection, identifying hazards like workers without helmets or safety vests, and proximity to machinery or vehicles. HDBSCAN clusters safety cone coordinates to create monitored zones. Post-processing algorithms improve detection accuracy.

  • Updated Jan 6, 2025
  • Python

🖍️ This project achieves some functions of image identification for Self-Driving Cars. First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image identification for Self-Driving Cars.

  • Updated Jan 22, 2025
  • Python

A real-time facial measurement tool that uses MediaPipe and linear regression to assist customers in selecting appropriately sized glasses when ordering online. It detects facial landmarks via webcam, estimates the distance from the camera, dynamically overlays glasses on the face, and displays measurements such as eye width and eye distance.

  • Updated Jun 30, 2024
  • Python

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