Dataset Versions
v5
2023-12-21 1:20pm
Generated on Dec 21, 2023
2095 Total Images
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Dataset Split
Train Set 87%
1833Images
Valid Set 8%
175Images
Test Set 4%
87Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 1080x1080
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels