Dataset Versions

v1

2023-02-14 10:13am

Generated on Feb 14, 2023

Dataset Split

Train Set 87%
3006Images
Valid Set 8%
292Images
Test Set 4%
139Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Grayscale: Apply to 25% of images
Noise: Up to 5% of pixels

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