Dataset Versions

v2

2023-12-25 7:34am

Generated on Dec 25, 2023

Dataset Split

Train Set 71%
948Images
Valid Set 15%
196Images
Test Set 15%
196Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 40x40
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

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