Dataset Versions
v7
2023-12-28 9:48pm
Generated on Dec 28, 2023
972 Total Images
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Dataset Split
Train Set 87%
849Images
Valid Set 8%
82Images
Test Set 4%
41Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 128x128
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Blur: Up to 2.5px
Cutout: 5 boxes with 10% size each