Dataset Versions

v2

2023-05-23 9:22am

Generated on May 23, 2023

Dataset Split

Train Set 87%
81Images
Valid Set 10%
9Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 128x128
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -50% and +50%
Blur: Up to 3px
Noise: Up to 5% of pixels

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