Dataset Versions

v5

2023-10-31 1:36pm

Generated on Oct 31, 2023

Dataset Split

Train Set 89%
42Images
Valid Set 6%
3Images
Test Set 4%
2Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels

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