Dataset Versions
Versions
v1
2024-08-10 6:27pm
Generated on Aug 10, 2024
467 Total Images
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Dataset Split
Train Set 87%
405Images
Valid Set 9%
41Images
Test Set 4%
21Images
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
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.1% of pixels