Dataset Versions
Versions
v1
2024-04-11 1:01pm
Generated on Apr 11, 2024
18517 Total Images
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Dataset Split
Train Set 96%
17739Images
Valid Set 4%
673Images
Test Set 1%
105Images
Preprocessing
Auto-Orient: Applied
Static Crop: 35-75% Horizontal Region, 38-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 9% Minimum Zoom, 22% Maximum Zoom
Rotation: Between -45° and +45°