Table 1. Preprocessing, inference, and NMS times required for predicting banana ripeness moving on a conveyor belt using trained YOLOv5s and YOLOv5l models

YOLOv5 models Pre-process (ms) Inference (ms) NMS (ms) Total (ms)
YOLOv5s 0.8 11.7 2.4 14.9
YOLOv5l 0.6 27.6 1.8 30.0