Dataset Versions
v3
2023-03-02 6:32pm
Generated on Mar 2, 2023
272 Total Images
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Dataset Split
Train Set 88%
240Images
Valid Set 7%
20Images
Test Set 4%
12Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
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%