AI Module Course Term Project, detect trash with YOLOv5 on TACO dataset
please put taco.yaml inside yolov5/data/
Training set, val set, test set split is 60:20:20
training batch size is 16
YOLOv5s, pre-trained weight: yolov5s.pt, 300 epochs, batch size = 64, img size = 640
Class Images Targets P R mAP@.5 mAP@.5:.95: 100%|██████████| 10/10 [00:10<00:00, 1.06s/it]
all 297 576 0.11 0.17 0.124 0.0959