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Expansive Soil Desiccation Crack Segmentation using DeepLabv3+

<p>DeepLabv3+ with different backbones were used to perform expansive soil recognition and segmentation. The zip included the code and sample image datasets used to train, validate, and test the DeepLabv3+ with 4 different backbones (MobileNetV2, ResNet-18, ResNet-50, and Xception). The code was implemented using MATLAB R2023b. See README.txt for more information.</p>

ShareScore

32/100

Overall dataset sharing score

Score breakdown

These five areas show where the dataset supports — or may limit — practical reuse.

Stewardship
4
Harmonization
4
Access
16
Reuse readiness
8
Engagement
0