Dataset Versions

v1

2023-03-09 1:52pm

Generated on Mar 9, 2023

Dataset Split

Train Set 86%
6Images
Valid Set %
0Images
Test Set 14%
1Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -2° and +2°
Brightness: Between -40% and +40%
Blur: Up to 1.25px
Noise: Up to 1% of pixels
Bounding Box: Crop: 0% Minimum Zoom, 5% Maximum Zoom
Bounding Box: Brightness: Between -10% and +10%

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