Anna Winiewska

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signs

Semantic Segmentation

signs Image Dataset

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Versions
2023-01-13 1:49pm
v7
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a year ago
2023-01-13 1:23pm
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2023-01-13 1:20pm
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a year ago
2023-01-13 12:36pm
v2
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2023-01-13 12:29pm
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a year ago
v2

2023-01-13 12:36pm

Generated on Jan 13, 2023
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92 Total Images

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Dataset Split

Train Set 82%
75Images
Valid Set 10%
9Images
Test Set 9%
8Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -9° and +9°
Shear: ±34° Horizontal, ±23° Vertical
Saturation: Between -62% and +62%
Brightness: Between -61% and +61%
Exposure: Between -43% and +43%
Blur: Up to 5px
Noise: Up to 8% of pixels
Cutout: 10 boxes with 20% size each