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thesis-asphalt-cracks-detection/2
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Thesis Asphalt cracks detection
Instance Segmentation
Overview
Images
97
Dataset
13
Model
12
API Docs
Analytics
Dataset Versions
Try Pre-Trained Model
Versions
2024-11-16 7:55pm
v22
·
2 months ago
2024-11-16 7:53pm
v21
·
2 months ago
2024-10-15 6:58pm
v20
·
3 months ago
2024-10-15 6:50pm
v19
·
3 months ago
2024-10-13 11:29am
v17
·
3 months ago
2024-10-13 11:27am
v16
·
3 months ago
2024-09-21 1:23pm
v11
·
4 months ago
Test_7
v10
·
5 months ago
Test_6
v9
·
5 months ago
Test_5
v6
·
5 months ago
Test_4
v4
·
5 months ago
Test_3
v3
·
6 months ago
Test_2
v2
·
7 months ago
v2
Test_2
Generated on Jun 21, 2024
Download
Dataset
61
Total Images
View All Images
Dataset Split
Train Set
89%
54
Images
Valid Set
7%
4
Images
Test Set
5%
3
Images
Preprocessing
Auto-Orient:
Applied
Resize:
Stretch to 800x800
Augmentations
Outputs per training example:
3
Flip:
Horizontal, Vertical
Rotation:
Between -15° and +15°
Grayscale:
Apply to 15% of images
Hue:
Between -15° and +15°
Blur:
Up to 2.5px
Noise:
Up to 0.1% of pixels
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