{
  "id": 418137,
  "title": "How to do model ensembling between totally different models?",
  "url": "/competitions/hubmap-hacking-the-human-vasculature/discussion/418137",
  "author_name": "",
  "post_date": "2023-06-19T00:41:34.177183500Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>e.g. YOLO family and Mask RCNN…I think it's quite different from image classification, see we'll have different number of and even shapes of predicted areas😂</p>",
  "messages": [
    {
      "id": "2308452",
      "postDate": "06/19/2023 00:41:34",
      "content": "<p>e.g. YOLO family and Mask RCNN…I think it's quite different from image classification, see we'll have different number of and even shapes of predicted areas😂</p>",
      "rawMarkdown": "e.g. YOLO family and Mask RCNN...I think it's quite different from image classification, see we'll have different number of and even shapes of predicted areas😂",
      "votes": null
    },
    {
      "id": "2310189",
      "postDate": "06/20/2023 07:28:59",
      "content": "<p>Merge all model's predictions into a single segmentation mask. Average masks for different models. Split averaged mask into individual masks.</p>",
      "rawMarkdown": "Merge all model's predictions into a single segmentation mask. Average masks for different models. Split averaged mask into individual masks.",
      "votes": null
    },
    {
      "id": "2310564",
      "postDate": "06/20/2023 13:18:59",
      "content": "<p>Nice idea! I'll try.</p>",
      "rawMarkdown": "Nice idea! I'll try.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2310189,
      "author_name": "sakvaua",
      "author_url": "",
      "post_date": "06/20/2023 07:28:59",
      "content": "<p>Merge all model's predictions into a single segmentation mask. Average masks for different models. Split averaged mask into individual masks.</p>",
      "votes": null,
      "replies": [
        {
          "id": 2310564,
          "author_name": "wqx20000115",
          "author_url": "",
          "post_date": "06/20/2023 13:18:59",
          "content": "<p>Nice idea! I'll try.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2308452": "e.g. YOLO family and Mask RCNN...I think it's quite different from image classification, see we'll have different number of and even shapes of predicted areas😂",
    "2310189": "Merge all model's predictions into a single segmentation mask. Average masks for different models. Split averaged mask into individual masks.",
    "2310564": "Nice idea! I'll try."
  },
  "source": "meta"
}