Instructions to use UNIC0RN-Zhu/yolo11s-drive-scene-carla-v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ultralytics
How to use UNIC0RN-Zhu/yolo11s-drive-scene-carla-v1 with ultralytics:
# Couldn't find a valid YOLO version tag. # Replace XX with the correct version. from ultralytics import YOLOvXX model = YOLOvXX.from_pretrained("UNIC0RN-Zhu/yolo11s-drive-scene-carla-v1") source = 'http://images.cocodataset.org/val2017/000000039769.jpg' model.predict(source=source, save=True) - Notebooks
- Google Colab
- Kaggle
| epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2 | |
| 1,87.1284,1.3409,0.7571,0.9975,0.67661,0.49753,0.54008,0.26407,1.40083,0.77787,1.05319,0.000276722,0.000276722,0.000276722 | |
| 2,140.556,1.3293,0.75253,0.99743,0.68201,0.48476,0.53208,0.25804,1.41617,0.80269,1.0659,0.000545038,0.000545038,0.000545038 | |
| 3,195.266,1.35217,0.78247,1.00914,0.66357,0.46946,0.50745,0.24485,1.43532,0.82139,1.07789,0.000776876,0.000776876,0.000776876 | |
| 4,249.6,1.35692,0.78773,1.01305,0.65963,0.46934,0.50935,0.24468,1.43043,0.82135,1.07177,0.00071223,0.00071223,0.00071223 | |
| 5,305.268,1.34413,0.77755,1.00867,0.67021,0.4784,0.5175,0.25067,1.41845,0.80798,1.06818,0.000626833,0.000626833,0.000626833 | |
| 6,360.47,1.33282,0.76758,1.00495,0.67251,0.47399,0.51627,0.25053,1.41836,0.80207,1.06562,0.000527385,0.000527385,0.000527385 | |
| 7,414.957,1.31911,0.75349,1.0011,0.67435,0.48788,0.52789,0.25524,1.41633,0.80031,1.06652,0.000420665,0.000420665,0.000420665 | |
| 8,470.246,1.27867,0.7056,0.98341,0.66718,0.47787,0.52218,0.25423,1.41823,0.80189,1.06303,0.000313945,0.000313945,0.000313945 | |
| 9,523.659,1.25581,0.68713,0.97574,0.66718,0.48461,0.52605,0.25417,1.4179,0.79683,1.06535,0.000214498,0.000214498,0.000214498 | |
| 10,577.422,1.23611,0.67379,0.9697,0.68094,0.48109,0.52699,0.25655,1.41081,0.79104,1.06152,0.0001291,0.0001291,0.0001291 | |
| 11,631.468,1.22237,0.66368,0.96271,0.67795,0.48026,0.52911,0.25763,1.40781,0.78529,1.06357,6.35724e-05,6.35724e-05,6.35724e-05 | |