Dataset Versions
v3
2024-10-25 9:25am
Generated on Oct 25, 2024
119 Total Images
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Dataset Split
Train Set 88%
105Images
Valid Set 10%
12Images
Test Set 2%
2Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 7
Rotation: Between -2° and +2°
Grayscale: Apply to 9% of images
Hue: Between -2° and +2°
Brightness: Between -2% and +2%
Exposure: Between -2% and +2%
Noise: Up to 0.1% of pixels