Housing Project Semantic

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Housing P

Semantic Segmentation

Housing P Image Dataset

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Versions
2024-06-27 2:14am
v4
·
4 days ago
2024-06-27 1:19am
v3
·
4 days ago
2024-06-16 3:39am
v1
·
15 days ago
v4

2024-06-27 2:14am

Generated on Jun 27, 2024
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1873 Total Images

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Dataset Split

Train Set 94%
1764Images
Valid Set 4%
72Images
Test Set 2%
37Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%