Dataset Versions
v4
2024-10-22 1:40pm
Generated on Oct 22, 2024
6792 Total Images
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Dataset Split
Train Set 88%
5943Images
Valid Set 8%
566Images
Test Set 4%
283Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.1% of pixels