{
  "id": 342405,
  "title": "Anyone using tiles and getting good LB?",
  "url": "/competitions/hubmap-organ-segmentation/discussion/342405",
  "author_name": "Furkan K",
  "post_date": "2022-08-07T11:11:17.105000",
  "votes": 5,
  "comment_count": 4,
  "views": 0,
  "content": "<p>I've made some experiments with image tiles. But always resizing tissue to a certain image size gives better results. So am I doing something wrong or anyone got a higher score using tiles??</p>",
  "messages": [
    {
      "id": 1888095,
      "postDate": "2022-08-07T11:11:17.107Z",
      "content": "<p>I've made some experiments with image tiles. But always resizing tissue to a certain image size gives better results. So am I doing something wrong or anyone got a higher score using tiles??</p>",
      "rawMarkdown": "I've made some experiments with image tiles. But always resizing tissue to a certain image size gives better results. So am I doing something wrong or anyone got a higher score using tiles??",
      "votes": 5
    },
    {
      "id": 1890177,
      "postDate": "2022-08-08T15:27:20.547Z",
      "content": "<p>I haven't tried tiles yet. If it works as good as raw images, I'll add models trained with tiles to my ensemble.</p>",
      "rawMarkdown": "I haven't tried tiles yet. If it works as good as raw images, I'll add models trained with tiles to my ensemble.",
      "votes": 1,
      "replies": [
        {
          "id": 1890469,
          "postDate": "2022-08-08T18:55:01.253Z",
          "content": "<p>Last year, image size was nearly 10 times bigger. But in this comp it's roughly 3000,3000. So there wouldn't be a info losing when resizing to a smaller size as last year's. </p>",
          "rawMarkdown": "Last year, image size was nearly 10 times bigger. But in this comp it's roughly 3000,3000. So there wouldn't be a info losing when resizing to a smaller size as last year's. "
        }
      ]
    },
    {
      "id": 1891794,
      "postDate": "2022-08-09T16:37:56.157Z",
      "content": "<p>I'm using a mixed approach (entire images &amp; tiling), if something interesting comes out I'm gonna share it here. :)</p>",
      "rawMarkdown": "I'm using a mixed approach (entire images & tiling), if something interesting comes out I'm gonna share it here. :)",
      "votes": 2
    },
    {
      "id": 1888604,
      "postDate": "2022-08-07T17:30:19.593Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1890177,
      "author_name": "Gunes Evitan",
      "author_url": "",
      "post_date": "2022-08-08T15:27:20.547000",
      "content": "<p>I haven't tried tiles yet. If it works as good as raw images, I'll add models trained with tiles to my ensemble.</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1890469,
          "author_name": "Furkan K",
          "author_url": "",
          "post_date": "2022-08-08T18:55:01.253000",
          "content": "<p>Last year, image size was nearly 10 times bigger. But in this comp it's roughly 3000,3000. So there wouldn't be a info losing when resizing to a smaller size as last year's. </p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1891794,
      "author_name": "Giovanni Cavallin",
      "author_url": "",
      "post_date": "2022-08-09T16:37:56.157000",
      "content": "<p>I'm using a mixed approach (entire images &amp; tiling), if something interesting comes out I'm gonna share it here. :)</p>",
      "votes": 2,
      "replies": []
    },
    {
      "id": 1888604,
      "author_name": "",
      "author_url": "",
      "post_date": "2022-08-07T17:30:19.593000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1888095": "I've made some experiments with image tiles. But always resizing tissue to a certain image size gives better results. So am I doing something wrong or anyone got a higher score using tiles??",
    "1890177": "I haven't tried tiles yet. If it works as good as raw images, I'll add models trained with tiles to my ensemble.",
    "1891794": "I'm using a mixed approach (entire images & tiling), if something interesting comes out I'm gonna share it here. :)",
    "1888604": ""
  }
}