Dataset Versions

v15

2023-10-08 11:24pm

Generated on Oct 8, 2023

Dataset Split

Train Set 87%
153Images
Valid Set 9%
16Images
Test Set 4%
7Images

Preprocessing

Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -4% and +4%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Mosaic: Applied

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