Dataset Versions
v4
2024-07-23 1:42am
Generated on Jul 23, 2024
4212 Total Images
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Dataset Split
Train Set 88%
3687Images
Valid Set 8%
350Images
Test Set 4%
175Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -16° and +16°
Shear: ±15° Horizontal, ±11° Vertical
Noise: Up to 1.05% of pixels