Dataset Versions
v4
2023-04-30 9:40pm
Generated on Apr 30, 2023
9052 Total Images
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Dataset Split
Train Set 88%
7923Images
Valid Set 8%
754Images
Test Set 4%
375Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%