Dataset Versions

v3

2024-05-23 11:44pm

Generated on May 23, 2024

Dataset Split

Train Set 82%
1137Images
Valid Set 9%
126Images
Test Set 9%
127Images

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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