Dataset Versions

v1

2024-04-11 2:26pm

Generated on Apr 11, 2024

Dataset Split

Train Set 87%
6411Images
Valid Set 8%
611Images
Test Set 4%
305Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 8-88% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 15% of images
Blur: Up to 1.5px
Noise: Up to 0.14% of pixels

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