Data · dataset · 2026
TILDA-OBB
Listed in Teesside University Research Data Repository
The annotated dataset, TILDA-OBB, contains 1,562 images across four fabric groups: Plain (C1), Texture (C2), Printed (C3), and Patterned (C4).
Description
It is derived from the TILDA Textile Texture Database (Schulz-Mirbach, 1996), developed at Technische Universität Hamburg-Harburg under the DFG research programme "Automatic Visual Inspection of Technical Objects." TILDA contains 3,200 grayscale images (768×512) across eight fabric types and seven defect classes, plus one defect-free class (Albert-Ludwigs-Universität Freiburg, 1995).
The raw images carry only short German text labels with no bounding-box annotations; these were translated into English and annotated in Roboflow (Dwyer and Nelson, 2024) using oriented bounding boxes. Five defect classes were retained: Cut, Foreign Object, Hole, Stain, and Thread Defect. The No Defect and Wrinkle classes were excluded, as neither contains a spatially distinguishable defect region.
Links
Where it is published
- DOI doi.org/10.17632/8y46pm2m6y.1 ↗
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
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Image 65% · Manufacturing engineering 69% · Text 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/8y46pm2m6y.1 | 11 d 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:4014 | enrichment · researchdata tees ac uk | taxonomy-embedding@1.0.0 | title+keywords+description (69%) |
| 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[field].local:field:humanities | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | 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%) |
| concepts[modality].local:modality:text | enrichment · researchdata tees ac uk | keyword-concept-rules@1.0.0 | title+description (75%) |
| 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 |