Dataset Versions
v4
2024-12-24 4:42pm
Generated on Dec 24, 2024
314 Total Images
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Dataset Split
Train Set 75%
234Images
Valid Set 7%
21Images
Test Set 19%
59Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Blur: Up to 2.5px