Software Open Access
Hessenkemper, Hendrik; Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas; Lucas, Dirk
{ "updated": "2023-11-20T12:40:41.145634+00:00", "links": { "badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.1830.svg", "doi": "https://doi.org/10.14278/rodare.1830", "conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.1470.svg", "conceptdoi": "https://doi.org/10.14278/rodare.1470", "bucket": "https://rodare.hzdr.de/api/files/2addab18-16e7-4537-875c-8b4e831f6f06", "html": "https://rodare.hzdr.de/record/1830", "latest": "https://rodare.hzdr.de/api/records/2566", "latest_html": "https://rodare.hzdr.de/record/2566" }, "doi": "10.14278/rodare.1830", "owners": [ 179 ], "stats": { "volume": 1387334313.0, "unique_downloads": 43.0, "version_unique_downloads": 224.0, "unique_views": 513.0, "downloads": 62.0, "version_unique_views": 1483.0, "version_views": 2364.0, "version_downloads": 348.0, "version_volume": 8253493748.0, "views": 713.0 }, "conceptrecid": "1470", "id": 1830, "conceptdoi": "10.14278/rodare.1470", "revision": 5, "files": [ { "links": { "self": "https://rodare.hzdr.de/api/files/2addab18-16e7-4537-875c-8b4e831f6f06/CodeRepo.zip" }, "bucket": "2addab18-16e7-4537-875c-8b4e831f6f06", "key": "CodeRepo.zip", "checksum": "md5:319efb0d7833df46867dd81a12945d02", "size": 7278661, "type": "zip" }, { "links": { "self": "https://rodare.hzdr.de/api/files/2addab18-16e7-4537-875c-8b4e831f6f06/Models.zip" }, "bucket": "2addab18-16e7-4537-875c-8b4e831f6f06", "key": "Models.zip", "checksum": "md5:aac847bbebf9e1286ec34543a2c640f7", "size": 39556500, "type": "zip" } ], "metadata": { "communities": [ { "id": "energy" }, { "id": "fwd" }, { "id": "hzdr" }, { "id": "rodare" } ], "resource_type": { "type": "software", "title": "Software" }, "language": "eng", "version": "1.0", "doc_id": "1", "access_right": "open", "keywords": [ "Bubbly flows", "Deep Learning", "Computer Vision", "CNN", "Semantic segmentation" ], "doi": "10.14278/rodare.1830", "creators": [ { "affiliation": "HZDR", "name": "Hessenkemper, Hendrik", "orcid": "0000-0002-2588-694X" }, { "affiliation": "HZDR", "name": "Starke, Sebastian" }, { "affiliation": "HZDR", "name": "Atassi, Yazan" }, { "affiliation": "TIVConsultancy", "name": "Ziegenhein, Thomas", "orcid": "0000-0002-1378-3900" }, { "affiliation": "HZDR", "name": "Lucas, Dirk", "orcid": "0000-0003-0463-2278" } ], "relations": { "version": [ { "index": 1, "last_child": { "pid_type": "recid", "pid_value": "2566" }, "parent": { "pid_type": "recid", "pid_value": "1470" }, "count": 4, "is_last": false } ] }, "pub_id": "34349", "license": { "id": "CC-BY-4.0" }, "title": "Software for Bubble identification from images with machine learning methods", "access_right_category": "success", "publication_date": "2022-08-05", "related_identifiers": [ { "relation": "isIdenticalTo", "scheme": "url", "identifier": "https://www.hzdr.de/publications/Publ-34349" }, { "relation": "isReferencedBy", "scheme": "url", "identifier": "https://www.hzdr.de/publications/Publ-34350" }, { "relation": "isVersionOf", "scheme": "doi", "identifier": "10.14278/rodare.1470" } ], "description": "<p>This package contains the software and the trained models described in the publication <a href=\"https://arxiv.org/abs/2202.03107\">"Bubble identification from images with machine learning methods"</a>. Please refer to the README.md for installation instructions and to the Prediction_demo.ipynb for usage demonstration.</p>" }, "created": "2022-08-05T09:11:16.523813+00:00" }
All versions | This version | |
---|---|---|
Views | 2,364 | 713 |
Downloads | 348 | 62 |
Data volume | 8.3 GB | 1.4 GB |
Unique views | 1,483 | 513 |
Unique downloads | 224 | 43 |