Dataset Versions

v3

2024-01-07 12:57pm

Generated on Jan 7, 2024

Dataset Split

Train Set 91%
2484Images
Valid Set 8%
229Images
Test Set 0%
7Images

Preprocessing

Resize: Stretch to 50x50
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Saturation: Between -6% and +6%
Brightness: Between -7% and +7%
Exposure: Between -6% and +6%
Blur: Up to 0.3px
Noise: Up to 1.03% of pixels

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