Dataset Versions
v4
2023-11-19 5:11pm
Generated on Nov 19, 2023
227 Total Images
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Dataset Split
Train Set 87%
198Images
Valid Set 8%
19Images
Test Set 4%
10Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 35% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 2.25px
Cutout: 5 boxes with 15% size each