Dataset Versions
Versions
v1
2023-07-22 3:31pm
Generated on Jul 22, 2023
579 Total Images
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Dataset Split
Train Set 95%
549Images
Valid Set 2%
11Images
Test Set 3%
19Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 17% Maximum Zoom
Rotation: Between -22° and +22°
Shear: ±6° Horizontal, ±6° Vertical
Saturation: Between -14% and +14%
Exposure: Between -5% and +5%