Dataset Versions

v3

2024-03-14 7:06am

Generated on Mar 14, 2024

Dataset Split

Train Set 87%
3828Images
Valid Set 8%
367Images
Test Set 4%
186Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Grayscale: Apply to 15% of images
Brightness: Between -20% and +20%

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