Dataset Versions
v1
2023-03-28 12:04pm
Generated on Mar 28, 2023
1454 Total Images
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Dataset Split
Train Set 87%
1272Images
Valid Set 8%
121Images
Test Set 4%
61Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 375x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -8° and +8°
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 2.5px