Dataset Versions
Versions
v1
2023-01-27 8:29am
Generated on Jan 27, 2023
857 Total Images
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Dataset Split
Train Set 88%
750Images
Valid Set 8%
71Images
Test Set 4%
36Images
Preprocessing
Auto-Orient: Applied
Static Crop: 12-100% Horizontal Region, 15-80% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 5% Minimum Zoom, 22% Maximum Zoom
Rotation: Between -36° and +36°
Brightness: Between -25% and +25%