{
  "id": 472544,
  "title": "Using TTA to boost metrics",
  "url": "/competitions/hms-harmful-brain-activity-classification/discussion/472544",
  "author_name": "poopoo",
  "post_date": "2024-02-01T10:49:09.637000",
  "votes": 3,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hello, has anyone tried using tta to improve performance? Would love to know if it helped things. If you did use it, could you mention what augmentations you used?</p>",
  "messages": [
    {
      "id": 2630548,
      "postDate": "2024-02-01T10:49:09.637Z",
      "content": "<p>Hello, has anyone tried using tta to improve performance? Would love to know if it helped things. If you did use it, could you mention what augmentations you used?</p>",
      "rawMarkdown": "Hello, has anyone tried using tta to improve performance? Would love to know if it helped things. If you did use it, could you mention what augmentations you used?",
      "votes": 3
    },
    {
      "id": 2631804,
      "postDate": "2024-02-02T00:08:14.317Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 2631804,
      "author_name": "",
      "author_url": "",
      "post_date": "2024-02-02T00:08:14.317000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2630548": "Hello, has anyone tried using tta to improve performance? Would love to know if it helped things. If you did use it, could you mention what augmentations you used?",
    "2631804": ""
  }
}