Dataset Versions
v2
2024-02-22 11:16pm
Generated on Feb 22, 2024
7243 Total Images
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Dataset Split
Train Set 88%
6339Images
Valid Set 8%
603Images
Test Set 4%
301Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Upside Down
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -19% and +19%
Blur: Up to 1.5px