Data · dataset · 2026
Source code and replication data for camera-based smart parking vehicle detection using deep learning models on edge devices
Listed in REDU - Unicamp Institutional Research Data Repository
This dataset corresponds to the research developed in the MSc dissertation "Selection and Optimization of Pre-Trained Deep Learning Models for Camera-Based Smart Parking Systems on Edge Devices".
Description
We share the source code, instructions to reproduce the experiments, and instructions to build the smart parking system on GitHub. The full image dataset cannot be made available on REDU due to privacy considerations, as the images were captured in public university spaces and may contain identifiable individuals and vehicles.
The dataset is stored with restricted access at the Institute of Computing, Unicamp, in line with a conservative approach to potential privacy issues. For more information or access requests, please contact the point of contact of the deposit.
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FQ3WUTU ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/q3wutu ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Computer Science & AI · Computer vision · Deep learning
- Inferred from text
- Image 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/Q3WUTU | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:460304 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Computer vision'] |
| concepts[field].anzsrc:field:461103 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[modality].local:modality:image | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |