Dataset Versions
v3
2023-09-15 1:44pm
Generated on Sep 15, 2023
2922 Total Images
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Dataset Split
Train Set 90%
2622Images
Valid Set 10%
300Images
Test Set %
0Images
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, 46% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Noise: Up to 3% of pixels
Cutout: 16 boxes with 1% size each
Mosaic: Applied