Dataset Versions
v2
v1-augmented-2024-07-16 5-25am
Generated on Jul 16, 2024
7889 Total Images
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Dataset Split
Train Set 87%
6867Images
Valid Set 9%
682Images
Test Set 4%
340Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%