Dataset Versions
v3
2023-04-04 4:26pm
Generated on Apr 4, 2023
2114 Total Images
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Dataset Split
Train Set 87%
1848Images
Valid Set 8%
177Images
Test Set 4%
89Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -25° and +25°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 5 boxes with 5% size each