Dataset Versions
Versions
v1
2024-12-18 2:19pm
Generated on Dec 18, 2024
5208 Total Images
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Dataset Split
Train Set 88%
4557Images
Valid Set 8%
434Images
Test Set 4%
217Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 200x200
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 9% of images
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 1px
Noise: Up to 1.09% of pixels