AughmanityInstanceSegmentation Dataset
Versions
v1
2023-04-18 12:42pm
Generated on Apr 18, 2023
2490 Total Images
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Dataset Split
Train Set 87%
2178Images
Valid Set 8%
207Images
Test Set 4%
105Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Vertical
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 16% size each