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openingthesis

Semantic Segmentation

openingthesis Image Dataset

Versions
2023-02-13 3:37pm
v1
Feb 13, 2023
v1

2023-02-13 3:37pm

Generated on Feb 13, 2023
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26 Total Images

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Dataset Split

Train Set 92%
24Images
Valid Set 8%
2Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Blur: Up to 2.25px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 8% size each