Software Open Access
Hessenkemper, Hendrik;
Starke, Sebastian;
Atassi, Yazan;
Ziegenhein, Thomas;
Lucas, Dirk
{
"links": {
"badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.1471.svg",
"doi": "https://doi.org/10.14278/rodare.1471",
"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/5523f5ab-c2d9-4c3f-b5ec-77828d80071f",
"html": "https://rodare.hzdr.de/record/1471",
"latest": "https://rodare.hzdr.de/api/records/2566",
"latest_html": "https://rodare.hzdr.de/record/2566"
},
"owners": [
179
],
"conceptrecid": "1470",
"stats": {
"volume": 9031589084.0,
"unique_downloads": 244.0,
"version_unique_downloads": 438.0,
"unique_views": 1252.0,
"downloads": 410.0,
"version_unique_views": 3169.0,
"version_views": 4786.0,
"version_downloads": 713.0,
"version_volume": 18127452137.0,
"views": 1636.0
},
"created": "2022-03-07T12:29:00.374611+00:00",
"doi": "10.14278/rodare.1471",
"id": 1471,
"metadata": {
"pub_id": "34349",
"language": "eng",
"title": "Software for Bubble identification from images with machine learning methods",
"access_right": "open",
"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"
}
],
"creators": [
{
"name": "Hessenkemper, Hendrik",
"affiliation": "HZDR",
"orcid": "0000-0002-2588-694X"
},
{
"name": "Starke, Sebastian",
"affiliation": "HZDR"
},
{
"name": "Atassi, Yazan",
"affiliation": "HZDR"
},
{
"name": "Ziegenhein, Thomas",
"affiliation": "TIVConsultancy",
"orcid": "0000-0002-1378-3900"
},
{
"name": "Lucas, Dirk",
"affiliation": "HZDR",
"orcid": "0000-0003-0463-2278"
}
],
"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>",
"relations": {
"version": [
{
"index": 0,
"is_last": false,
"count": 4,
"last_child": {
"pid_value": "2566",
"pid_type": "recid"
},
"parent": {
"pid_value": "1470",
"pid_type": "recid"
}
}
]
},
"version": "1.0",
"publication_date": "2022-03-07",
"doi": "10.14278/rodare.1471",
"resource_type": {
"type": "software",
"title": "Software"
},
"access_right_category": "success",
"keywords": [
"Bubbly flows",
"Deep Learning",
"Computer Vision",
"CNN",
"Semantic segmentation"
],
"doc_id": "1",
"license": {
"id": "CC-BY-4.0"
},
"communities": [
{
"id": "energy"
},
{
"id": "fwd"
},
{
"id": "hzdr"
},
{
"id": "rodare"
}
]
},
"files": [
{
"links": {
"self": "https://rodare.hzdr.de/api/files/5523f5ab-c2d9-4c3f-b5ec-77828d80071f/CodeRepo.zip"
},
"type": "zip",
"key": "CodeRepo.zip",
"bucket": "5523f5ab-c2d9-4c3f-b5ec-77828d80071f",
"size": 5657557,
"checksum": "md5:3b8a16c9a3001ebe336cd2f1a0d1b979"
},
{
"links": {
"self": "https://rodare.hzdr.de/api/files/5523f5ab-c2d9-4c3f-b5ec-77828d80071f/Models.zip"
},
"type": "zip",
"key": "Models.zip",
"bucket": "5523f5ab-c2d9-4c3f-b5ec-77828d80071f",
"size": 39556500,
"checksum": "md5:aac847bbebf9e1286ec34543a2c640f7"
}
],
"revision": 11,
"updated": "2023-11-20T12:40:40.996667+00:00",
"conceptdoi": "10.14278/rodare.1470"
}
| All versions | This version | |
|---|---|---|
| Views | 4,786 | 1,636 |
| Downloads | 713 | 410 |
| Data volume | 18.1 GB | 9.0 GB |
| Unique views | 3,169 | 1,252 |
| Unique downloads | 438 | 244 |