Dataset Versions

v2

2024-02-05 5:18pm

Generated on Feb 5, 2024

Dataset Split

Train Set 88%
2991Images
Valid Set 8%
283Images
Test Set 4%
143Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels

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