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Python / PyTorch / Ultralytics YOLOv11
KindReach · Feb — Jun 2025Vision
Specific vehicle recognition
Five hundred images hand-labelled, then a YOLOv11s fine-tuned by transfer learning until the numbers held at every resolution.
- Precision at 763 / 986 / 1024px
- >90%
- Images hand-labelled
- 500
- Built the dataset myself: collection, annotation, augmentation.
- Fine-tuned YOLOv11s via transfer learning and validated across input resolutions.