{
  "id": 286003,
  "title": "deepflash2 (a deep-learning pipeline for segmentation of ambiguous microscopic images)",
  "url": "/competitions/sartorius-cell-instance-segmentation/discussion/286003",
  "author_name": "",
  "post_date": "2021-11-07T14:14:15.093768400Z",
  "votes": 9,
  "comment_count": 3,
  "views": 0,
  "content": "<p>deepflash2 is a deep-learning pipeline for segmentation of ambiguous microscopic images</p>\n<p>It used by the 10th place  <a href=\"https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard\" target=\"_blank\">https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard</a></p>\n<p><a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-judge-price\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-judge-price</a><br>\n<a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-train\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-train</a><br>\n<a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission</a></p>\n<p><a href=\"https://github.com/matjesg/deepflash2\" target=\"_blank\">https://github.com/matjesg/deepflash2</a></p>",
  "messages": [
    {
      "id": "1574407",
      "postDate": "11/07/2021 14:14:15",
      "content": "<p>deepflash2 is a deep-learning pipeline for segmentation of ambiguous microscopic images</p>\n<p>It used by the 10th place  <a href=\"https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard\" target=\"_blank\">https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard</a></p>\n<p><a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-judge-price\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-judge-price</a><br>\n<a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-train\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-train</a><br>\n<a href=\"https://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission\" target=\"_blank\">https://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission</a></p>\n<p><a href=\"https://github.com/matjesg/deepflash2\" target=\"_blank\">https://github.com/matjesg/deepflash2</a></p>",
      "rawMarkdown": "deepflash2 is a deep-learning pipeline for segmentation of ambiguous microscopic images\n\nIt used by the 10th place  https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard\n\n\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-judge-price\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-train\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission\n\n\nhttps://github.com/matjesg/deepflash2",
      "votes": null
    },
    {
      "id": "1574908",
      "postDate": "11/08/2021 02:17:24",
      "content": "<p>Hi, had you tried it?</p>",
      "rawMarkdown": "Hi, had you tried it?",
      "votes": null
    },
    {
      "id": "1574981",
      "postDate": "11/08/2021 04:34:24",
      "content": "<p>Hi , not yet.</p>",
      "rawMarkdown": "Hi , not yet.",
      "votes": null
    },
    {
      "id": "1575500",
      "postDate": "11/08/2021 12:38:23",
      "content": "<p>I was also curious if <code>deepflash2</code> can be applied for our problem here.. </p>\n<p>In Hubmap comp. we had available anatomy .json files used to generate PDFs for efficient sampling which is a key thing in their pipeline - not sure if this is strict requirement though, need to look further.. </p>\n<p>maybe <a href=\"https://www.kaggle.com/matjes\" target=\"_blank\">Matthias</a> can offer his generous help to that </p>",
      "rawMarkdown": "I was also curious if `deepflash2` can be applied for our problem here.. \n\nIn Hubmap comp. we had available anatomy .json files used to generate PDFs for efficient sampling which is a key thing in their pipeline - not sure if this is strict requirement though, need to look further.. \n\nmaybe [Matthias](https://www.kaggle.com/matjes) can offer his generous help to that",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1574908,
      "author_name": "zekunn",
      "author_url": "",
      "post_date": "11/08/2021 02:17:24",
      "content": "<p>Hi, had you tried it?</p>",
      "votes": null,
      "replies": [
        {
          "id": 1574981,
          "author_name": "faisalalsrheed",
          "author_url": "",
          "post_date": "11/08/2021 04:34:24",
          "content": "<p>Hi , not yet.</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1575500,
      "author_name": "imeintanis",
      "author_url": "",
      "post_date": "11/08/2021 12:38:23",
      "content": "<p>I was also curious if <code>deepflash2</code> can be applied for our problem here.. </p>\n<p>In Hubmap comp. we had available anatomy .json files used to generate PDFs for efficient sampling which is a key thing in their pipeline - not sure if this is strict requirement though, need to look further.. </p>\n<p>maybe <a href=\"https://www.kaggle.com/matjes\" target=\"_blank\">Matthias</a> can offer his generous help to that </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1574407": "deepflash2 is a deep-learning pipeline for segmentation of ambiguous microscopic images\n\nIt used by the 10th place  https://www.kaggle.com/c/hubmap-kidney-segmentation/leaderboard\n\n\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-judge-price\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-train\nhttps://www.kaggle.com/matjes/hubmap-deepflash2-scaled-ensemble-submission\n\n\nhttps://github.com/matjesg/deepflash2",
    "1574908": "Hi, had you tried it?",
    "1574981": "Hi , not yet.",
    "1575500": "I was also curious if `deepflash2` can be applied for our problem here.. \n\nIn Hubmap comp. we had available anatomy .json files used to generate PDFs for efficient sampling which is a key thing in their pipeline - not sure if this is strict requirement though, need to look further.. \n\nmaybe [Matthias](https://www.kaggle.com/matjes) can offer his generous help to that"
  },
  "source": "meta"
}