A real-time defect detection system built with computer vision and YOLOv8 that inspects water bottles on a production line. It uses a USB webcam to capture live video, applies an object detection model to spot common defects (like missing caps, labels, or deformations), and streams results through a web dashboard with analytics and history logging.
python computer-vision mongodb dashboard deep-learning flask-app defect-detection real-time-detection yolov8 production-line-inspection ai-for-sme visioniq
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Updated
May 5, 2026 - Python