joker5914/yolov8n-license-plate

YOLOv8n fine-tuned on keremberke/license-plate-object-detection for license-plate detection.

Trained on Hugging Face Jobs from Dismissal.

• Input size: 640x640
• Epochs: 100
• Base model: yolov8n.pt
• Dataset: keremberke/license-plate-object-detection (full)

Final metrics (last epoch):

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
96,3639.87,0.89518,0.315,0.98844,0.98122,0.97174,0.983,0.70103,1.05591,0.35886,1.01002,3.21885e-05,3.21885e-05,3.21885e-05

Files

• best.pt — best Ultralytics checkpoint (use with YOLO(...))
• best.onnx — ONNX export ready for Hailo Dataflow Compiler
• results.csv — per-epoch loss + mAP metrics