Dataset Versions
Versions
v1
2024-01-21 5:29pm
Generated on Jan 21, 2024
7841 Total Images
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Dataset Split
Train Set 86%
6729Images
Valid Set 10%
777Images
Test Set 4%
335Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px