Dataset Versions

v16

2024-06-04 5:31pm

Generated on Jun 4, 2024

Dataset Split

Train Set 90%
2067Images
Valid Set 7%
172Images
Test Set 2%
57Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Hue: Between -23° and +23°
Exposure: Between -14% and +14%
Noise: Up to 0.14% of pixels

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