Dataset Versions
v5
2024-08-07 11:21pm
Generated on Aug 7, 2024
1850 Total Images
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Dataset Split
Train Set 92%
1705Images
Valid Set 5%
96Images
Test Set 3%
49Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-100% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 299x299
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels