Dataset Versions
v8
2024-06-26 6:46am
Generated on Jun 26, 2024
137 Total Images
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Dataset Split
Train Set 85%
117Images
Valid Set 7%
10Images
Test Set 7%
10Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 512x512
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -24% and +24%
Blur: Up to 1.5px
Noise: Up to 1.13% of pixels
Cutout: 10 boxes with 12% size each
Mosaic: Applied