{
  "id": 221547,
  "title": "Domain Research and Visual Cues",
  "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/221547",
  "author_name": "",
  "post_date": "2021-02-23T06:15:15.627852Z",
  "votes": 5,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Hi fellow Kagglers,<br>\nI know I am <strong>REALLY</strong> late to this competition, but here is a detailed compilation of EDA, tell-tell signs of each label and how to visually inspect the images. I have linked the relevant sources as well if anyone is interested in doing some research by themselves. Also covers some basic domain knowledge needed to check if the CV algorithm is looking for the right things or not.</p>\n<p>EDA Notebook:- <a href=\"https://www.kaggle.com/manabendrarout/md-with-computer-vision-eda-and-domain-knowledge\" target=\"_blank\"><strong>Link</strong></a></p>\n<p>Also I would love any remarks from any domain experts in the audience.</p>\n<p>Thanks and All the best! 😊</p>",
  "messages": [
    {
      "id": "1214802",
      "postDate": "02/23/2021 06:15:15",
      "content": "<p>Hi fellow Kagglers,<br>\nI know I am <strong>REALLY</strong> late to this competition, but here is a detailed compilation of EDA, tell-tell signs of each label and how to visually inspect the images. I have linked the relevant sources as well if anyone is interested in doing some research by themselves. Also covers some basic domain knowledge needed to check if the CV algorithm is looking for the right things or not.</p>\n<p>EDA Notebook:- <a href=\"https://www.kaggle.com/manabendrarout/md-with-computer-vision-eda-and-domain-knowledge\" target=\"_blank\"><strong>Link</strong></a></p>\n<p>Also I would love any remarks from any domain experts in the audience.</p>\n<p>Thanks and All the best! 😊</p>",
      "rawMarkdown": "Hi fellow Kagglers,\nI know I am **REALLY** late to this competition, but here is a detailed compilation of EDA, tell-tell signs of each label and how to visually inspect the images. I have linked the relevant sources as well if anyone is interested in doing some research by themselves. Also covers some basic domain knowledge needed to check if the CV algorithm is looking for the right things or not.\n\nEDA Notebook:- [**Link**](https://www.kaggle.com/manabendrarout/md-with-computer-vision-eda-and-domain-knowledge)\n\nAlso I would love any remarks from any domain experts in the audience.\n\nThanks and All the best! 😊",
      "votes": null
    },
    {
      "id": "1216546",
      "postDate": "02/24/2021 10:27:52",
      "content": "<p>I'm also participating late in this competition, thanks for sharing it's gonna help a lot. </p>",
      "rawMarkdown": "I'm also participating late in this competition, thanks for sharing it's gonna help a lot.",
      "votes": null
    },
    {
      "id": "1216590",
      "postDate": "02/24/2021 10:44:29",
      "content": "<p>Glad you liked it. 😊</p>",
      "rawMarkdown": "Glad you liked it. 😊",
      "votes": null
    },
    {
      "id": "1216635",
      "postDate": "02/24/2021 11:42:07",
      "content": "<p>pretty good stuff. Thanks for sharing.</p>",
      "rawMarkdown": "pretty good stuff. Thanks for sharing.",
      "votes": null
    },
    {
      "id": "1216697",
      "postDate": "02/24/2021 12:34:59",
      "content": "<p>Glad you liked it. Happy to share. 😊</p>",
      "rawMarkdown": "Glad you liked it. Happy to share. 😊",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1216546,
      "author_name": "jiny333",
      "author_url": "",
      "post_date": "02/24/2021 10:27:52",
      "content": "<p>I'm also participating late in this competition, thanks for sharing it's gonna help a lot. </p>",
      "votes": null,
      "replies": [
        {
          "id": 1216590,
          "author_name": "manabendrarout",
          "author_url": "",
          "post_date": "02/24/2021 10:44:29",
          "content": "<p>Glad you liked it. 😊</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1216635,
      "author_name": "riyadhar",
      "author_url": "",
      "post_date": "02/24/2021 11:42:07",
      "content": "<p>pretty good stuff. Thanks for sharing.</p>",
      "votes": null,
      "replies": [
        {
          "id": 1216697,
          "author_name": "manabendrarout",
          "author_url": "",
          "post_date": "02/24/2021 12:34:59",
          "content": "<p>Glad you liked it. Happy to share. 😊</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "1214802": "Hi fellow Kagglers,\nI know I am **REALLY** late to this competition, but here is a detailed compilation of EDA, tell-tell signs of each label and how to visually inspect the images. I have linked the relevant sources as well if anyone is interested in doing some research by themselves. Also covers some basic domain knowledge needed to check if the CV algorithm is looking for the right things or not.\n\nEDA Notebook:- [**Link**](https://www.kaggle.com/manabendrarout/md-with-computer-vision-eda-and-domain-knowledge)\n\nAlso I would love any remarks from any domain experts in the audience.\n\nThanks and All the best! 😊",
    "1216546": "I'm also participating late in this competition, thanks for sharing it's gonna help a lot.",
    "1216590": "Glad you liked it. 😊",
    "1216635": "pretty good stuff. Thanks for sharing.",
    "1216697": "Glad you liked it. Happy to share. 😊"
  },
  "source": "meta"
}