{
  "id": 163641,
  "title": "Has anyone tried CutMix or MixUp augmentation successfully",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/163641",
  "author_name": "",
  "post_date": "2020-07-02T21:13:11.798902700Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Successfully: CV with different seeds improves</p>",
  "messages": [
    {
      "id": "912959",
      "postDate": "07/02/2020 21:13:11",
      "content": "<p>Successfully: CV with different seeds improves</p>",
      "rawMarkdown": "Successfully: CV with different seeds improves",
      "votes": null
    },
    {
      "id": "926594",
      "postDate": "07/12/2020 19:50:02",
      "content": "<p>It's can improve ?</p>",
      "rawMarkdown": "It's can improve ?",
      "votes": null
    },
    {
      "id": "926612",
      "postDate": "07/12/2020 20:03:16",
      "content": "<p>I tried mixup and it didnt seem to increase my CV, needs more testing tho</p>",
      "rawMarkdown": "I tried mixup and it didnt seem to increase my CV, needs more testing tho",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 926594,
      "author_name": "doanquanvietnamca",
      "author_url": "",
      "post_date": "07/12/2020 19:50:02",
      "content": "<p>It's can improve ?</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 926612,
      "author_name": "yannmajewski",
      "author_url": "",
      "post_date": "07/12/2020 20:03:16",
      "content": "<p>I tried mixup and it didnt seem to increase my CV, needs more testing tho</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "912959": "Successfully: CV with different seeds improves",
    "926594": "It's can improve ?",
    "926612": "I tried mixup and it didnt seem to increase my CV, needs more testing tho"
  },
  "source": "meta"
}