Dataset Versions
v2204
data1
Generated on Jan 6, 2023
1129 Total Images
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Dataset Split
Train Set 92%
1044Images
Valid Set 5%
62Images
Test Set 2%
23Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%
Noise: Up to 2% of pixels
Cutout: 3 boxes with 10% size each