Dataset Versions

v9

2023-02-24 8:36pm

Generated on Feb 24, 2023

Dataset Split

Train Set 97%
174Images
Valid Set 3%
6Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -45° and +45°
Grayscale: Apply to 10% of images
Hue: Between -45° and +45°
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%
Exposure: Between -15% and +15%
Cutout: 3 boxes with 15% size each

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