Dataset Versions

v4

2024-05-24 10:16pm

Generated on May 24, 2024

Dataset Split

Train Set 86%
1266Images
Valid Set 7%
105Images
Test Set 7%
105Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 28% Maximum Zoom
Noise: Up to 1.5% of pixels

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