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 |