Excel · dataset · 2021
Images annotated according to their content: a study on the description of data in image format in multiple domains
Listed in INESC TEC Research Data Repository
Data description is a fundamental step in Research Data Management (RDM).
Description
When it comes to images, the challenge is increased, as they have characteristics that differentiate them from other typologies. We conducted a study in which we obtained a set of 27 images described according to their content, by researchers of the projects where they are inserted.
After obtaining the ground-truth that would support the analysis, we proceeded to two more stages of description, one through an automatic processing tool (Vision AI) and the other through researchers with no knowledge of the images. We concluded that the human description is more elucidative of the images' content, namely at a semantic level. In turn, the automatic tools enhance a more literal description.
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This study allowed us to reflect on the description of images in a research context and to discuss the potential of formal analysis and analysis of the semantic expression of images.
Links
Get the data
- R1 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/e54ba13b… ↗
download · from rdm inesctec pt
- R2 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/437edae3… ↗
download · from rdm inesctec pt
- R3 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/89c8147b… ↗
download · from rdm inesctec pt
- R4 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/e67d6544… ↗
download · from rdm inesctec pt
- R5 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/34b58e76… ↗
download · from rdm inesctec pt
- R6 rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/9debf883… ↗
download · from rdm inesctec pt
- All image descriptions data rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/e41f3b9e… ↗
download · from rdm inesctec pt
- Data analysis rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/db3f6368… ↗
download · from rdm inesctec pt
- Descriptions of researchers rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/8529d9d2… ↗
download · from rdm inesctec pt
- Readme rdm.inesctec.pt/dataset/10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa/resource/546703d4… ↗
download · from rdm inesctec pt
Where it is published
- INESC TEC Research Data Repository dataset page rdm.inesctec.pt/dataset/cs-2021-002 ↗
landing page · from rdm inesctec pt
Catalogue records · 1
- CKAN API rdm.inesctec.pt/api/3/action/package_show?id=10bf0a54-f2fc-4a95-8cc3-7265b8c0c… ↗
metadata API · from rdm inesctec pt
Topics
- Stated by source
- CS: Computer Science
- From keywords
- Computer Science & AI · Engineering · Image
- Inferred from text
- Information systems 70%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| INESC TEC Research Data Repository | 10bf0a54-f2fc-4a95-8cc3-7265b8c0c5fa | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].anzsrc:group:4609 | enrichment · rdm inesctec pt | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].local:field:computer-science-ai | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[field].local:field:engineering | mapping · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| concepts[modality].local:modality:image | mapping · rdm inesctec pt | vocabulary-mapper@1.0.0 | keywords['image'] |
| concepts[topic].ckan_group:rdm_inesctec_pt:cs-computer-science | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| created_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| description | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /notes |
| license_text | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| publication_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | |
| title | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 | /title |
| updated_date | source · rdm inesctec pt | connector:rdm_inesctec_pt@1.0.0 |