Software Open Access
Hessenkemper, Hendrik; Starke, Sebastian; Atassi, Yazan; Ziegenhein, Thomas; Lucas, Dirk
{ "owners": [ 179 ], "files": [ { "key": "CodeRepo.zip", "type": "zip", "size": 5666709, "bucket": "ccc8cf28-a281-4ae1-abaf-370cdfa1f843", "checksum": "md5:f185d29d575fbcede3fc94fcbea80402", "links": { "self": "https://rodare.hzdr.de/api/files/ccc8cf28-a281-4ae1-abaf-370cdfa1f843/CodeRepo.zip" } }, { "key": "Models.zip", "type": "zip", "size": 39556500, "bucket": "ccc8cf28-a281-4ae1-abaf-370cdfa1f843", "checksum": "md5:aac847bbebf9e1286ec34543a2c640f7", "links": { "self": "https://rodare.hzdr.de/api/files/ccc8cf28-a281-4ae1-abaf-370cdfa1f843/Models.zip" } } ], "id": 2329, "stats": { "volume": 644458344.0, "unique_downloads": 20.0, "version_unique_downloads": 183.0, "unique_views": 157.0, "downloads": 30.0, "version_unique_views": 1068.0, "version_views": 1641.0, "version_downloads": 285.0, "version_volume": 6552135451.0, "views": 183.0 }, "metadata": { "access_right_category": "success", "creators": [ { "affiliation": "HZDR", "orcid": "0000-0002-2588-694X", "name": "Hessenkemper, Hendrik" }, { "affiliation": "HZDR", "name": "Starke, Sebastian" }, { "affiliation": "HZDR", "name": "Atassi, Yazan" }, { "affiliation": "TIVConsultancy", "orcid": "0000-0002-1378-3900", "name": "Ziegenhein, Thomas" }, { "affiliation": "HZDR", "orcid": "0000-0003-0463-2278", "name": "Lucas, Dirk" } ], "doi": "10.14278/rodare.2329", "pub_id": "34349", "communities": [ { "id": "energy" }, { "id": "fwd" }, { "id": "hzdr" }, { "id": "rodare" } ], "language": "eng", "access_right": "open", "related_identifiers": [ { "relation": "isIdenticalTo", "identifier": "https://www.hzdr.de/publications/Publ-34349", "scheme": "url" }, { "relation": "isReferencedBy", "identifier": "https://www.hzdr.de/publications/Publ-34350", "scheme": "url" }, { "relation": "isVersionOf", "identifier": "10.14278/rodare.1470", "scheme": "doi" } ], "doc_id": "1", "version": "1.0", "relations": { "version": [ { "parent": { "pid_type": "recid", "pid_value": "1470" }, "count": 4, "is_last": false, "last_child": { "pid_type": "recid", "pid_value": "2566" }, "index": 2 } ] }, "title": "Software for Bubble identification from images with machine learning methods", "license": { "id": "CC-BY-4.0" }, "keywords": [ "Bubbly flows", "Deep Learning", "Computer Vision", "CNN", "Semantic segmentation" ], "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>\n\n<p><strong>Update</strong></p>\n\n<p>The Prediction_demo.ipynb includes now an example how to prepare the predictions for the tracking algorithm of <a href=\"https://arxiv.org/abs/2306.02101\">"Fate of bubble clusters rising in a quiescent liquid"</a>. The tracking code can be found <a href=\"https://rodare.hzdr.de/record/2316\">here</a>.</p>", "publication_date": "2022-08-05", "resource_type": { "type": "software", "title": "Software" } }, "conceptrecid": "1470", "revision": 3, "links": { "badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.2329.svg", "doi": "https://doi.org/10.14278/rodare.2329", "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/ccc8cf28-a281-4ae1-abaf-370cdfa1f843", "html": "https://rodare.hzdr.de/record/2329", "latest": "https://rodare.hzdr.de/api/records/2566", "latest_html": "https://rodare.hzdr.de/record/2566" }, "updated": "2023-11-20T12:40:41.264075+00:00", "created": "2023-06-09T06:50:37.811319+00:00", "doi": "10.14278/rodare.2329", "conceptdoi": "10.14278/rodare.1470" }
All versions | This version | |
---|---|---|
Views | 1,641 | 183 |
Downloads | 285 | 30 |
Data volume | 6.6 GB | 644.5 MB |
Unique views | 1,068 | 157 |
Unique downloads | 183 | 20 |