Dataset Versions
Versions
v1
2023-11-19 12:00am
Generated on Nov 18, 2023
665 Total Images
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Dataset Split
Train Set 88%
582Images
Valid Set 8%
55Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Static Crop: 19-73% Horizontal Region, 16-86% Vertical Region
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -5° and +5°
Saturation: Between -25% and +25%
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 5% of pixels