Dataset Versions
Versions
v1
2024-12-18 11:40pm
Generated on Dec 18, 2024
12040 Total Images
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Dataset Split
Train Set 88%
10575Images
Valid Set 6%
779Images
Test Set 6%
686Images
Preprocessing
Resize: Stretch to 28x28
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -20° and +20°
Saturation: Between -24% and +24%
Brightness: Between -11% and +11%
Noise: Up to 0.22% of pixels