This project bridges the gap between physical security and digital automation. The workflow is straightforward but powerful:
The integration of a 4K IP camera with a Python-based decoding server and Telegram bot provides a robust, high-quality QR capture system. Key recommendations: ip+camera+qr+telegram+high+quality
For production deployments, consider adding a local database to log all scans and a web dashboard for analytics. Telegram should be viewed as an alerting channel, not the primary storage. This project bridges the gap between physical security
gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
_, thresh = cv2.threshold(gray, 0, 255, cv2.THRESH_BINARY + cv2.THRESH_OTSU)
decoded = decode(thresh)