June 2, 2023 Dataset Open Access

Ma, Tian; Hessenkemper, Hendrik; Lucas, Dirk; Bragg, Andrew D.

JSON Export

{
  "links": {
    "badge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.2315.svg", 
    "doi": "https://doi.org/10.14278/rodare.2315", 
    "conceptbadge": "https://rodare.hzdr.de/badge/doi/10.14278/rodare.2314.svg", 
    "conceptdoi": "https://doi.org/10.14278/rodare.2314", 
    "bucket": "https://rodare.hzdr.de/api/files/f13ac05c-3354-48da-8526-7f0e7a9d0d0f", 
    "html": "https://rodare.hzdr.de/record/2315", 
    "latest": "https://rodare.hzdr.de/api/records/2315", 
    "latest_html": "https://rodare.hzdr.de/record/2315"
  }, 
  "revision": 6, 
  "metadata": {
    "relations": {
      "version": [
        {
          "index": 0, 
          "count": 1, 
          "is_last": true, 
          "parent": {
            "pid_value": "2314", 
            "pid_type": "recid"
          }, 
          "last_child": {
            "pid_value": "2315", 
            "pid_type": "recid"
          }
        }
      ]
    }, 
    "license": {
      "id": "CC-BY-4.0"
    }, 
    "description": "<p>This repository contains the training data for Fate of bubble clusters rising in a quiescent liquid. Sequence 18, 19, 33 and 37 were used for validation. The structure is as follows: The Images folder contains the semi-artificial image sequences, the GTMask folder contains semantic masks with the same ID (gray value) for the same bubble, Nodes.pkl contains the prediction generated with the detection method described in <a href=\"http://arxiv.org/abs/2202.03107\"> &quot;Bubble identification from images with machine learning methods&quot;</a> and NodesGT.pkl the corresponding ground truth needed for training. You can use GTMask or NodesGT.pkl to train/test your own tracking model.</p>", 
    "pub_id": "37057", 
    "title": "Dataset for Fate of bubble clusters rising in a quiescent liquid", 
    "publication_date": "2023-06-02", 
    "doi": "10.14278/rodare.2315", 
    "communities": [
      {
        "id": "energy"
      }, 
      {
        "id": "fwd"
      }, 
      {
        "id": "hzdr"
      }, 
      {
        "id": "rodare"
      }
    ], 
    "doc_id": "1", 
    "resource_type": {
      "type": "dataset", 
      "title": "Dataset"
    }, 
    "access_right": "open", 
    "related_identifiers": [
      {
        "identifier": "https://www.hzdr.de/publications/Publ-37057", 
        "relation": "isIdenticalTo", 
        "scheme": "url"
      }, 
      {
        "identifier": "10.14278/rodare.2314", 
        "relation": "isVersionOf", 
        "scheme": "doi"
      }
    ], 
    "access_right_category": "success", 
    "creators": [
      {
        "name": "Ma, Tian", 
        "affiliation": "HZDR"
      }, 
      {
        "name": "Hessenkemper, Hendrik", 
        "affiliation": "HZDR"
      }, 
      {
        "name": "Lucas, Dirk", 
        "affiliation": "HZDR"
      }, 
      {
        "name": "Bragg, Andrew D.", 
        "affiliation": "Duke University"
      }
    ]
  }, 
  "created": "2023-06-09T07:25:53.864232+00:00", 
  "conceptdoi": "10.14278/rodare.2314", 
  "owners": [
    179
  ], 
  "doi": "10.14278/rodare.2315", 
  "stats": {
    "volume": 1271025961.0, 
    "unique_downloads": 2.0, 
    "version_unique_downloads": 2.0, 
    "unique_views": 30.0, 
    "downloads": 5.0, 
    "version_unique_views": 30.0, 
    "version_views": 43.0, 
    "version_downloads": 5.0, 
    "version_volume": 1271025961.0, 
    "views": 43.0
  }, 
  "updated": "2023-06-26T20:23:43.767838+00:00", 
  "conceptrecid": "2314", 
  "id": 2315, 
  "files": [
    {
      "bucket": "f13ac05c-3354-48da-8526-7f0e7a9d0d0f", 
      "key": "TrainingData1.zip", 
      "type": "zip", 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/f13ac05c-3354-48da-8526-7f0e7a9d0d0f/TrainingData1.zip"
      }, 
      "size": 176284845, 
      "checksum": "md5:c632d0bcf5147d24683148ed084202ea"
    }, 
    {
      "bucket": "f13ac05c-3354-48da-8526-7f0e7a9d0d0f", 
      "key": "TrainingData2.zip", 
      "type": "zip", 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/f13ac05c-3354-48da-8526-7f0e7a9d0d0f/TrainingData2.zip"
      }, 
      "size": 389192730, 
      "checksum": "md5:2356e03486f01633672d94f3df279722"
    }, 
    {
      "bucket": "f13ac05c-3354-48da-8526-7f0e7a9d0d0f", 
      "key": "TrainingData3.zip", 
      "type": "zip", 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/f13ac05c-3354-48da-8526-7f0e7a9d0d0f/TrainingData3.zip"
      }, 
      "size": 209914480, 
      "checksum": "md5:ae6acbb70fbbceb54fc99d7683a3d29a"
    }, 
    {
      "bucket": "f13ac05c-3354-48da-8526-7f0e7a9d0d0f", 
      "key": "TrainingData4.zip", 
      "type": "zip", 
      "links": {
        "self": "https://rodare.hzdr.de/api/files/f13ac05c-3354-48da-8526-7f0e7a9d0d0f/TrainingData4.zip"
      }, 
      "size": 319349061, 
      "checksum": "md5:66db599cdaf7068c8734bbab8e8d3c26"
    }
  ]
}