Introduction: The OV9712 camera module offers industrial checking with 1600x1200 resolution at 30fps, enhancing genuine-time fault detection and operational oversight. Last 7 days’s facility inspection revealed a standard obstacle confronted by quite a few industrial plants: inconsistent monitoring of production strains resulting from out-of-dat