Dataset Versions
v2
2023-01-08 9:02pm
Generated on Jan 8, 2023
10602 Total Images
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Dataset Split
Train Set 90%
9591Images
Valid Set 8%
800Images
Test Set 2%
211Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.25px
Noise: Up to 5% of pixels