Data · dataset · 2022
Repository of 2D shapes with known roundness and sphericity
Listed in Teesside University Research Data Repository
This repository contains 2D black and white jpg shapes with known Wadell roundness R and sphericity S. Its purpose is to serve as training and test images for roundness and sphericity measurement artificial vision algorithms, in particular with application to fracking sands.
Description
The dataset contains 1300 figures that cover the full range of possible combinations of roundness R and sphericity S with 0.1<R<0.9 and 0.15<S<1, with steps of 0.05 in both R and S. There are approximately 4.3 figures for each possible combination of R and S in the indicated ranges and steps.
The basic data set is in the artificial500 folder, where the files are on average 500px wide. The same figures are available in smaller average sizes of 100px and 200px in the artificial100 and artificial200 folders, in order to test the insensitivity of the measurement algorithms to image accuracy. The artiShapes.xlsx excel sheet contains the true Wadell roundness and sphericity corresponding to each jpg filename.
Links
Where it is published
- DOI doi.org/10.17632/ysky8r2wkd.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 · Geology · Humanities · Life Sciences · Physics · Social Science
- Inferred from text
- Image 75%
Provenance · 1 source records, 13 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/ysky8r2wkd.1 | 12 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:3705 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Geology'] |
| 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:physics | 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 (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 |