Dataset Versions
v3
2024-06-14 10:32am
Generated on Jun 14, 2024
3097 Total Images
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Dataset Split
Train Set 87%
2709Images
Valid Set 8%
259Images
Test Set 4%
129Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels