UNSW UrbanAI

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Roof segment

Instance Segmentation

Roof segment Image Dataset

Try Pre-Trained Model
Versions!
2023-10-27 8:18am
v5
·
8 months ago
437
2023-10-26 11:37pm
v4
·
8 months ago
435
640x640
Stretch to
2023-10-26 5:52pm
v3
·
8 months ago
437
Fast
roof-segment/1
2023-10-26 1:27pm
v2
·
8 months ago
436
2023-10-26 12:59pm
v1
·
8 months ago
272
Fast
COCOn-seg
v5

2023-10-27 8:18am

Generated on Oct 26, 2023
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437 Total Images

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Dataset Split

Train Set 85%
372Images
Valid Set 9%
40Images
Test Set 6%
25Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Saturation: Between -27% and +27%
Mosaic: Applied
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down