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.
- >90%
- Precision at 763 / 986 / 1024px
- 500
- Images hand-labelled
- Built the dataset myself: collection, annotation, augmentation.
- Fine-tuned YOLOv11s via transfer learning and validated across input resolutions.
PythonPyTorchUltralytics YOLOv11