Data · dataset · 2024
Software publication: 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models
Listed in RODARE
This package contains the software and the trained models described in the publication " 3D detection and tracking of deformable bubbles in swarms with the aid of deep learning models ".
Description
Please refer to the README.md for installation instructions and to the Tracking3D_demo.ipynb for usage demonstration. Update Minor bug fixes.
The code now also provides the option for extended tracking using temporal information from 2D tracks.
Links
Where it is published
- RODARE record rodare.hzdr.de/record/3419 ↗
landing page · from rodare hzdr de
- DOI doi.org/10.14278/rodare.3419 ↗
DOI / persistent id · from rodare hzdr de
Catalogue records · 1
- InvenioRDM API rodare.hzdr.de/api/records/3419 ↗
metadata API · from rodare hzdr de
Topics
- From keywords
- Computer Science & AI · Deep learning
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| RODARE | 3419 | 14 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | |
| concepts[field].anzsrc:field:461103 | mapping · rodare hzdr de | vocabulary-mapper@1.0.0 | keywords['Deep learning'] |
| concepts[field].local:field:computer-science-ai | mapping · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | |
| description | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | /metadata/description |
| license | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | |
| publication_date | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | |
| title | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 | /metadata/title |
| updated_date | source · rodare hzdr de | connector:rodare_hzdr_de@1.0.0 |