Description
SegCODEBRIM: COncrete DEfect BRidge IMage Dataset for semantic Segmentation of concrete cracks. The images were taken from the CODEBRIM (https://zenodo.org/records/2620293) dataset and annotated manually. Dataset is presented and detailed in our WACV 2024 publication: https://arxiv.org/abs/2309.09637v1 . If you make use of the dataset please cite it as follows: "Achref Jaziri, Martin Mundt, Andres Fernandez Rodriguez, Visvanathan Ramesh. Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based Simulation. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024" This GitHub repository presents the code to reproduce the paper results and data loaders: https://github.com/achrefjaziri/SimCrack
Resources
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http://data.europa.eu/88u/dataset/oai-zenodo-org-10071534 |
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http://data.europa.eu/88u/dataset/oai-zenodo-org-10071534 |
Tags
- semantic-segmentation
- dataset
- computer-vision
- cracks
- defect-inspection
- machine-learning
- concrete