Water Pipeline Instance Segmentation Dataset
Versions
v1
2022-11-29 10:08pm
Generated on Nov 29, 2022
452 Total Images
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Dataset Split
Train Set 96%
435Images
Valid Set 2%
8Images
Test Set 2%
9Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 16% size each