基于yolov8的DMS驾驶员抽烟打电话喝水吃东西检测系统python源码+onnx模型+评估指标曲线+精美GUI界面.zip

模型在训练集5168张+575测试集张进行训练得到 Class Images Instances Box(P R mAP50 mAP50-95): 100%|██████████| 9/9 [00:11<00 all 575 646 0.901 0.848 0.913 0.665 Sleepy 133 133 0.938 0.97 0.985 0.729 Cigarette 77 77 0.914 0.714 0.846 0.523 Drinking 164 164 0.809 0.799 0.818 0.519 Phone 10 10 0.75 0.5 0.75 0.513 microsleep 45 45 0.89 0.903 0.959 0.745 HandsOnWheel 24 24 1 0.951 0.979 0.74 Eating 54 54 0.98 0.963 0.993 0.776 HandsNotOnWheel 38 38 0.926 0.99 0.987 0.792 Seatbelt 100 101 0.9 0.842 0.898 0.649 Speed: 3.2ms preprocess, 2.3ms inference, 0.0ms loss, 2.0ms postprocess per image