Dataset Versions
v1
01
Generated on Jan 7, 2024
2822 Total Images
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Dataset Split
Train Set 87%
2469Images
Valid Set 8%
235Images
Test Set 4%
118Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 2.5px
Noise: Up to 1.99% of pixels