Dataset Versions
Versions
v1
2023-05-15 3:49pm
Generated on May 15, 2023
2046 Total Images
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Dataset Split
Train Set 87%
1788Images
Valid Set 8%
172Images
Test Set 4%
86Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels