{
  "id": 483801,
  "title": "Some work after winning 1st place in the competition",
  "url": "/competitions/bms-molecular-translation/discussion/483801",
  "author_name": "",
  "post_date": "2024-03-14T03:54:14.501859Z",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Thanks to this competition, we've learned about the task of molecular image recognition. However, we also noticed that our champion model's performance in real-world scenarios is quite limited.</p>\n<p>We spent some time addressing this issue (about half of my PhD phase) and developed a fairly practical software for chemical structure image recognition, which is available online for free  at <a href=\"https://extractor.alphama.com.cn/csr\" target=\"_blank\">https://extractor.alphama.com.cn/csr</a>.</p>\n<p>You can find more about our methods in our article (<a href=\"https://link.springer.com/article/10.1007/s11427-023-2388-x)\" target=\"_blank\">https://link.springer.com/article/10.1007/s11427-023-2388-x)</a>.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3500987%2F7a98f240d1cb7041e2eaa6d15c4d4688%2Falpha%20extrator.png?generation=1710388381421844&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": "2696066",
      "postDate": "03/14/2024 03:54:14",
      "content": "<p>Thanks to this competition, we've learned about the task of molecular image recognition. However, we also noticed that our champion model's performance in real-world scenarios is quite limited.</p>\n<p>We spent some time addressing this issue (about half of my PhD phase) and developed a fairly practical software for chemical structure image recognition, which is available online for free  at <a href=\"https://extractor.alphama.com.cn/csr\" target=\"_blank\">https://extractor.alphama.com.cn/csr</a>.</p>\n<p>You can find more about our methods in our article (<a href=\"https://link.springer.com/article/10.1007/s11427-023-2388-x)\" target=\"_blank\">https://link.springer.com/article/10.1007/s11427-023-2388-x)</a>.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3500987%2F7a98f240d1cb7041e2eaa6d15c4d4688%2Falpha%20extrator.png?generation=1710388381421844&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "Thanks to this competition, we've learned about the task of molecular image recognition. However, we also noticed that our champion model's performance in real-world scenarios is quite limited.\n\nWe spent some time addressing this issue (about half of my PhD phase) and developed a fairly practical software for chemical structure image recognition, which is available online for free  at https://extractor.alphama.com.cn/csr.\n\nYou can find more about our methods in our article (https://link.springer.com/article/10.1007/s11427-023-2388-x).\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3500987%2F7a98f240d1cb7041e2eaa6d15c4d4688%2Falpha%20extrator.png?generation=1710388381421844&alt=media)",
      "votes": null
    },
    {
      "id": "2939353",
      "postDate": "07/29/2024 03:25:13",
      "content": "<p>Hi, the page does not exist</p>",
      "rawMarkdown": "Hi, the page does not exist",
      "votes": null
    },
    {
      "id": "3073160",
      "postDate": "12/16/2024 05:41:39",
      "content": "<p>Oh, the previous hyperlink mistakenly included parentheses.<br>\n<a href=\"https://extractor.alphama.com.cn/csr\" target=\"_blank\">https://extractor.alphama.com.cn/csr</a></p>",
      "rawMarkdown": "Oh, the previous hyperlink mistakenly included parentheses.\nhttps://extractor.alphama.com.cn/csr",
      "votes": null
    }
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  "comments": [
    {
      "id": 2939353,
      "author_name": "agcsdedf",
      "author_url": "",
      "post_date": "07/29/2024 03:25:13",
      "content": "<p>Hi, the page does not exist</p>",
      "votes": null,
      "replies": [
        {
          "id": 3073160,
          "author_name": "jiachengxiong",
          "author_url": "",
          "post_date": "12/16/2024 05:41:39",
          "content": "<p>Oh, the previous hyperlink mistakenly included parentheses.<br>\n<a href=\"https://extractor.alphama.com.cn/csr\" target=\"_blank\">https://extractor.alphama.com.cn/csr</a></p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2696066": "Thanks to this competition, we've learned about the task of molecular image recognition. However, we also noticed that our champion model's performance in real-world scenarios is quite limited.\n\nWe spent some time addressing this issue (about half of my PhD phase) and developed a fairly practical software for chemical structure image recognition, which is available online for free  at https://extractor.alphama.com.cn/csr.\n\nYou can find more about our methods in our article (https://link.springer.com/article/10.1007/s11427-023-2388-x).\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F3500987%2F7a98f240d1cb7041e2eaa6d15c4d4688%2Falpha%20extrator.png?generation=1710388381421844&alt=media)",
    "2939353": "Hi, the page does not exist",
    "3073160": "Oh, the previous hyperlink mistakenly included parentheses.\nhttps://extractor.alphama.com.cn/csr"
  },
  "source": "meta"
}