Dataset Versions
Versions
v1
2024-02-09 7:41pm
Generated on Feb 9, 2024
672 Total Images
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Dataset Split
Train Set 88%
588Images
Valid Set 8%
56Images
Test Set 4%
28Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Cutout: 3 boxes with 10% size each