Our solution performs a 360-degree full-range inspection of input shafts, precisely detecting defects such as foreign particles, dents, chip entanglement, incomplete machining, and contamination with micron-level accuracy down to 500μm. The system features a specially engineered optical system that maintains sharp focus across curved surfaces and varying height differentials, ensuring consistent and accurate image capture even in complex geometries. 

To mitigate challenges such as defect variations due to viewing angles, sample-to-sample color inconsistencies, and differences in surface oil content, we employ advanced data augmentation techniques, significantly reducing false positives and missed detections. Designed for high-speed production lines, this solution delivers fast, reliable, and highly accurate inspection with a 30-second tact time, making it ideal for mass production environments.