Introduction: The OV9712 digital camera module presents industrial checking with 1600x1200 resolution at 30fps, enhancing authentic-time fault detection and operational oversight. previous 7 days’s facility inspection unveiled a common obstacle faced by a lot of industrial vegetation: inconsistent monitoring of manufacturing lines on account of