Dataset Versions
v3
2024-06-14 4:21pm
Generated on Jun 14, 2024
2974 Total Images
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Dataset Split
Train Set 87%
2601Images
Valid Set 8%
249Images
Test Set 4%
124Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 650x650
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -20% and +20%
Blur: Up to 1.6px
Noise: Up to 0.58% of pixels
Bounding Box: Shear: ±10° Horizontal, ±20° Vertical