Automatically identify defects in the appearance of glass, including roughness, scratches, bubbles, edge chipping, edge loss, tin spots, etc.

Use image processing algorithms to extract feature information from the detection area, and detect and identify vials through algorithms + AI, determining whether the vials have defects, and displaying the detection results in real-time on the Su Yide detection software.