Dataset Versions

v2

2024-07-30 5:44am

Generated on Jul 30, 2024

Dataset Split

Train Set 88%
210Images
Valid Set 8%
20Images
Test Set 4%
10Images

Preprocessing

Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -19% and +0%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 0.38% of pixels

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