A new algorithm to improve the automatic detection of cherry cracking on sorting lines
04 Nov 2026
YOLO-CY detects sweet cherry cracks with high accuracy and speed. Tested on 3,662 images, the model achieved 94.88% mAP50 and processed 125 frames per second. Further validation across varieties, sorting lines and operating conditions is still needed before rollout.
