{
  "id": 155702,
  "title": "Highest Resolution",
  "url": "/competitions/prostate-cancer-grade-assessment/discussion/155702",
  "author_name": "A.Demyanchuk",
  "post_date": "2020-06-02T16:48:58.496000",
  "votes": 2,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hey, guys! Just curious, has anyone managed to train some model based on the highest resolution images? If so, does it help much?</p>",
  "messages": [
    {
      "id": 872126,
      "postDate": "2020-06-02T23:56:59.897Z",
      "content": "<p>I've tried using the same tile pooling methods, it helped a little bit on local CV but not public LB. </p>",
      "rawMarkdown": "I've tried using the same tile pooling methods, it helped a little bit on local CV but not public LB. ",
      "votes": 2,
      "replies": [
        {
          "id": 872336,
          "postDate": "2020-06-03T05:22:40.327Z",
          "content": "<p>Thanks. It is probably enough information in the medium layer of the image.</p>",
          "rawMarkdown": "Thanks. It is probably enough information in the medium layer of the image."
        }
      ]
    },
    {
      "id": 871815,
      "postDate": "2020-06-02T16:48:58.497Z",
      "content": "<p>Hey, guys! Just curious, has anyone managed to train some model based on the highest resolution images? If so, does it help much?</p>",
      "rawMarkdown": "Hey, guys! Just curious, has anyone managed to train some model based on the highest resolution images? If so, does it help much?",
      "votes": 2
    }
  ],
  "comments": [
    {
      "id": 872126,
      "author_name": "Ian Pan",
      "author_url": "",
      "post_date": "2020-06-02T23:56:59.897000",
      "content": "<p>I've tried using the same tile pooling methods, it helped a little bit on local CV but not public LB. </p>",
      "votes": 2,
      "replies": [
        {
          "id": 872336,
          "author_name": "A.Demyanchuk",
          "author_url": "",
          "post_date": "2020-06-03T05:22:40.327000",
          "content": "<p>Thanks. It is probably enough information in the medium layer of the image.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "872126": "I've tried using the same tile pooling methods, it helped a little bit on local CV but not public LB. ",
    "871815": "Hey, guys! Just curious, has anyone managed to train some model based on the highest resolution images? If so, does it help much?"
  }
}