Dataset Versions
Versions
v1
2024-03-12 7:15pm
Generated on Mar 12, 2024
2841 Total Images
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Dataset Split
Train Set 96%
2739Images
Valid Set 3%
85Images
Test Set 1%
17Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 1000x1000
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Saturation: Between -25% and +25%
Exposure: Between -8% and +8%
Noise: Up to 1.13% of pixels