Dataset Versions
v1
2023-01-29 4:45pm
Generated on Jan 29, 2023
2411 Total Images
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Dataset Split
Train Set 87%
2109Images
Valid Set 8%
202Images
Test Set 4%
100Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -27° and +27°
Brightness: Between -25% and +25%