Dataset Versions
v1
2024-07-04 3:12am
Generated on Jul 4, 2024
6420 Total Images
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Dataset Split
Train Set 87%
5610Images
Valid Set 8%
540Images
Test Set 4%
270Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±13° Horizontal, ±13° Vertical
Noise: Up to 0.1% of pixels