Dataset Versions
v4
2022-12-12 4:58pm
Generated on Dec 12, 2022
333 Total Images
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Dataset Split
Train Set 87%
291Images
Valid Set 8%
28Images
Test Set 4%
14Images
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
Saturation: Between -41% and +41%
Exposure: Between -25% and +25%
Blur: Up to 1px
Noise: Up to 5% of pixels