Data · dataset · 2023
Exploiting Exif Data to Improve Image Classification using CNNs (Dataset)
Listed in Forschungsdatenrepositorium der Otto-Friedrich-Universität Bamberg
In the repository you can find the dataset that was used for the evaluation in the following paper: Ralf Lederer, Martin Bullin and Andreas Henrich: Exploiting Exif Data to Improve Image Classification using Convolutional Neural Networks .
Description
Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023
Links
Where it is published
- fd-repo.uni-bamberg.de /records/vmm4f-m4y33 ↗
Forschungsdatenrepositorium der Otto-Friedrich-Universität Bamberg record
landing page · from fd repo uni bamberg de
- DOI doi.org/10.48564/unibafd-vmm4f-m4y33 ↗
DOI / persistent id · from fd repo uni bamberg de
Catalogue records · 1
- InvenioRDM API fd-repo.uni-bamberg.de/api/records/vmm4f-m4y33 ↗
metadata API · from fd repo uni bamberg de
Topics
- Inferred from text
- Image 75% · Machine learning 73%
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Forschungsdatenrepositorium der Otto-Friedrich-Universität Bamberg | vmm4f-m4y33 | 2 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 | |
| concepts[field].anzsrc:group:4611 | enrichment · fd repo uni bamberg de | taxonomy-embedding@1.1.0 | title+keywords+description (73%) |
| concepts[modality].local:modality:image | enrichment · fd repo uni bamberg de | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 | /metadata/description |
| license | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 | |
| publication_date | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 | |
| title | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 | /metadata/title |
| updated_date | source · fd repo uni bamberg de | connector:fd_repo_uni_bamberg_de@1.0.0 |