Thesis

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ShapeInsSeg

Instance Segmentation

ShapeInsSeg Image Dataset

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Versions
2024-05-13 1:15pm
v5
May 13, 2024
2024-05-13 8:27am
v4
May 13, 2024
2024-05-12 4:28pm
v3
May 12, 2024
2024-05-11 5:15pm
v2
May 11, 2024
2024-05-11 3:24pm
v1
May 11, 2024
v3

2024-05-12 4:28pm

Generated on May 12, 2024
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9514 Total Images

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Dataset Split

Train Set 94%
8920Images
Valid Set 4%
356Images
Test Set 3%
238Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Grayscale: Apply to 25% of images
Brightness: Between -25% and +25%
Blur: Up to 4.8px