Dataset Versions
v8
2022-12-06 8:11am
Generated on Dec 6, 2022
1279 Total Images
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Dataset Split
Train Set 87%
1113Images
Valid Set 8%
105Images
Test Set 5%
61Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Grayscale: Applied
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 36% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Brightness: Between -57% and +57%
Exposure: Between -16% and +16%
Blur: Up to 1.5px