{
  "id": 420859,
  "title": "Suitable tricks of this task?",
  "url": "/competitions/hubmap-hacking-the-human-vasculature/discussion/420859",
  "author_name": "",
  "post_date": "2023-07-03T01:26:23.795827900Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Actually I've tried some detection tricks like soft_NMS, GIoULoss (in mmdet), which seems not help. Any better advice?</p>",
  "messages": [
    {
      "id": "2327454",
      "postDate": "07/03/2023 01:26:23",
      "content": "<p>Actually I've tried some detection tricks like soft_NMS, GIoULoss (in mmdet), which seems not help. Any better advice?</p>",
      "rawMarkdown": "Actually I've tried some detection tricks like soft_NMS, GIoULoss (in mmdet), which seems not help. Any better advice?",
      "votes": null
    },
    {
      "id": "2331497",
      "postDate": "07/05/2023 15:37:09",
      "content": "<p>dilation is the trick everyone reports to increase score by approximately 0.1<br>\nDoes for my notebook as well</p>",
      "rawMarkdown": "dilation is the trick everyone reports to increase score by approximately 0.1\nDoes for my notebook as well",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2331497,
      "author_name": "sathishkumartheta",
      "author_url": "",
      "post_date": "07/05/2023 15:37:09",
      "content": "<p>dilation is the trick everyone reports to increase score by approximately 0.1<br>\nDoes for my notebook as well</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2327454": "Actually I've tried some detection tricks like soft_NMS, GIoULoss (in mmdet), which seems not help. Any better advice?",
    "2331497": "dilation is the trick everyone reports to increase score by approximately 0.1\nDoes for my notebook as well"
  },
  "source": "meta"
}