Dataset Versions

v3

2023-11-01 4:10pm

Generated on Nov 1, 2023

Dataset Split

Train Set 44%
57Images
Valid Set 4%
5Images
Test Set 2%
3Images

Preprocessing

Resize: Stretch to 48x48

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 20% Minimum Zoom, 49% Maximum Zoom
Saturation: Between -23% and +23%
Exposure: Between -15% and +15%
Noise: Up to 7% of pixels

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