Dataset Versions

v3

2023-01-18 11:59am

Generated on Jan 18, 2023

Dataset Split

Train Set 100%
99Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 7-83% Horizontal Region, 28-92% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 30% of images
Saturation: Between -55% and +55%
Brightness: Between -19% and +19%
Noise: Up to 4% of pixels

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