Data · dataset · 2026
Heritage_cracks
Listed in Teesside University Research Data Repository
The HeritageCracks dataset is a comprehensive collection of images designed to characterize superficial damage in historical monuments within the city of Morelia, primarily focusing on temples.
Description
This dataset enables the automated detection and classification of structural deterioration using computer vision and deep learning techniques, contributing to the preservation and structural health monitoring of cultural heritage.
This dataset is structured to facilitate the training and evaluation of machine learning models. The data distribution has been carefully divided to ensure optimal model performance: 75% for Training 15% for Validation 10% for Testing
Read the rest (2 more)
Note
The total dataset size after augmentation is 1,716 images.
Links
Where it is published
- DOI doi.org/10.17632/b32hyvv2nn.3 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
- From keywords
- Architecture · Civil engineering · Earth & Environmental Science · Engineering
- Inferred from text
- Image 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/b32hyvv2nn.3 | 15 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:group:3301 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Architecture'] |
| concepts[field].anzsrc:group:4005 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Civil Engineering'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (65%) |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |