| _version_ | 1866901559883857920 |
|---|---|
| author | Jiang, Bowen |
| author_facet | Jiang, Bowen |
| contents | <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Dataset Overview:</span></strong><br class="ng-star-inserted"><span class="ng-star-inserted">This dataset is designed for crack instance segmentation research and consists of three components:</span></p> <ol class="ng-star-inserted"> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">CrackTree200:</span></strong><span class="ng-star-inserted"> A public dataset for crack detection.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">CrackTree260:</span></strong><span class="ng-star-inserted"> A public dataset for crack detection.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">crack-seg-new:</span></strong><span class="ng-star-inserted"> A curated dataset specifically optimized for high-precision evaluation.</span></p> </li> </ol> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Key Feature - High-Fidelity Annotations:</span></strong><br class="ng-star-inserted"><span class="ng-star-inserted">Unlike traditional datasets that often use coarse polygon approximations, the validation and test subsets of </span><strong class="ng-star-inserted"><span class="ng-star-inserted">crack-seg-new</span></strong><span class="ng-star-inserted"> have been manually re-annotated with fine-grained vertex editing. This ensures that the masks accurately capture thin lateral branches, hairline extensions, and complex bifurcation topologies of cracks.</span></p> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Contents:</span></strong></p> <ul class="ng-star-inserted"> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">crack-seg-new/</span><span class="ng-star-inserted">: Contains refined validation and test images and their corresponding high-precision masks.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">CrackTree200/</span><span class="ng-star-inserted">: Original public images and annotations.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">CrackTree260/</span><span class="ng-star-inserted">: Original public images and annotations.</span></p> </li> </ul> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19604633 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Crack Instance Segmentation Dataset for Civil Infrastructure Jiang, Bowen <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Dataset Overview:</span></strong><br class="ng-star-inserted"><span class="ng-star-inserted">This dataset is designed for crack instance segmentation research and consists of three components:</span></p> <ol class="ng-star-inserted"> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">CrackTree200:</span></strong><span class="ng-star-inserted"> A public dataset for crack detection.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">CrackTree260:</span></strong><span class="ng-star-inserted"> A public dataset for crack detection.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">crack-seg-new:</span></strong><span class="ng-star-inserted"> A curated dataset specifically optimized for high-precision evaluation.</span></p> </li> </ol> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Key Feature - High-Fidelity Annotations:</span></strong><br class="ng-star-inserted"><span class="ng-star-inserted">Unlike traditional datasets that often use coarse polygon approximations, the validation and test subsets of </span><strong class="ng-star-inserted"><span class="ng-star-inserted">crack-seg-new</span></strong><span class="ng-star-inserted"> have been manually re-annotated with fine-grained vertex editing. This ensures that the masks accurately capture thin lateral branches, hairline extensions, and complex bifurcation topologies of cracks.</span></p> <p class="ng-star-inserted"><strong class="ng-star-inserted"><span class="ng-star-inserted">Contents:</span></strong></p> <ul class="ng-star-inserted"> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">crack-seg-new/</span><span class="ng-star-inserted">: Contains refined validation and test images and their corresponding high-precision masks.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">CrackTree200/</span><span class="ng-star-inserted">: Original public images and annotations.</span></p> </li> <li class="ng-star-inserted"> <p class="ng-star-inserted"><span class="inline-code ng-star-inserted">CrackTree260/</span><span class="ng-star-inserted">: Original public images and annotations.</span></p> </li> </ul> |
| title | Crack Instance Segmentation Dataset for Civil Infrastructure |
| url | https://doi.org/10.5281/zenodo.19604633 |