Dataset Versions

v34

2024-06-29 8:23pm

Generated on Jun 29, 2024

Dataset Split

Train Set 87%
10755Images
Valid Set 8%
1024Images
Test Set 4%
513Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 19% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Noise: Up to 1.77% of pixels

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