{
  "id": 403627,
  "title": "I have a question about the effectiveness of using previous Birdclef competition data",
  "url": "/competitions/birdclef-2023/discussion/403627",
  "author_name": "",
  "post_date": "2023-04-24T06:44:12.700868700Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>but many labels in previous competitions cannot correspond to this year's labels. Why use previous data?</p>",
  "messages": [
    {
      "id": "2232271",
      "postDate": "04/24/2023 06:44:12",
      "content": "<p>but many labels in previous competitions cannot correspond to this year's labels. Why use previous data?</p>",
      "rawMarkdown": "but many labels in previous competitions cannot correspond to this year's labels. Why use previous data?",
      "votes": null
    },
    {
      "id": "2232828",
      "postDate": "04/24/2023 16:51:24",
      "content": "<p>when your network has learned how to distinguish wolf from tiger, it will do a better job when trying to classify dogs from cats.  Something along that line I believe</p>",
      "rawMarkdown": "when your network has learned how to distinguish wolf from tiger, it will do a better job when trying to classify dogs from cats.  Something along that line I believe",
      "votes": null
    },
    {
      "id": "2232875",
      "postDate": "04/24/2023 17:20:02",
      "content": "<p>This is really a wonderful answer, thank you. I understand already</p>",
      "rawMarkdown": "This is really a wonderful answer, thank you. I understand already",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2232828,
      "author_name": "nyleve",
      "author_url": "",
      "post_date": "04/24/2023 16:51:24",
      "content": "<p>when your network has learned how to distinguish wolf from tiger, it will do a better job when trying to classify dogs from cats.  Something along that line I believe</p>",
      "votes": null,
      "replies": [
        {
          "id": 2232875,
          "author_name": "leexiang0",
          "author_url": "",
          "post_date": "04/24/2023 17:20:02",
          "content": "<p>This is really a wonderful answer, thank you. I understand already</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2232271": "but many labels in previous competitions cannot correspond to this year's labels. Why use previous data?",
    "2232828": "when your network has learned how to distinguish wolf from tiger, it will do a better job when trying to classify dogs from cats.  Something along that line I believe",
    "2232875": "This is really a wonderful answer, thank you. I understand already"
  },
  "source": "meta"
}