{
  "id": 366918,
  "title": "Improvements  after the end",
  "url": "/competitions/open-problems-multimodal/discussion/366918",
  "author_name": "",
  "post_date": "2022-11-18T10:18:14.648804500Z",
  "votes": 7,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hello! The competition is already over, but it was very interesting and rewarding, so I want to invite you to analyze the solutions of the people from the forum, combine with your solution and do something more than you did during the competition.<br>\nFor example, I changed network from 2nd place notebook on my own best architecture in this <a href=\"https://www.kaggle.com/code/bejeweled/2nd-place-cite-2d-cnn\" target=\"_blank\">notebook</a> and got improvements. Now I wanna try some augmentations and add my features. I believe that together we can create the best solution!<br>\nIf you also wanna try to improve your solution after the end, it would be glad if you post a link to your notebook in this discussion.</p>",
  "messages": [
    {
      "id": "2034653",
      "postDate": "11/18/2022 10:18:14",
      "content": "<p>Hello! The competition is already over, but it was very interesting and rewarding, so I want to invite you to analyze the solutions of the people from the forum, combine with your solution and do something more than you did during the competition.<br>\nFor example, I changed network from 2nd place notebook on my own best architecture in this <a href=\"https://www.kaggle.com/code/bejeweled/2nd-place-cite-2d-cnn\" target=\"_blank\">notebook</a> and got improvements. Now I wanna try some augmentations and add my features. I believe that together we can create the best solution!<br>\nIf you also wanna try to improve your solution after the end, it would be glad if you post a link to your notebook in this discussion.</p>",
      "rawMarkdown": "Hello! The competition is already over, but it was very interesting and rewarding, so I want to invite you to analyze the solutions of the people from the forum, combine with your solution and do something more than you did during the competition.\nFor example, I changed network from 2nd place notebook on my own best architecture in this [notebook](https://www.kaggle.com/code/bejeweled/2nd-place-cite-2d-cnn) and got improvements. Now I wanna try some augmentations and add my features. I believe that together we can create the best solution!\nIf you also wanna try to improve your solution after the end, it would be glad if you post a link to your notebook in this discussion.",
      "votes": null
    },
    {
      "id": "2035041",
      "postDate": "11/18/2022 14:53:54",
      "content": "<p>Great Insight</p>",
      "rawMarkdown": "Great Insight",
      "votes": null
    },
    {
      "id": "2037064",
      "postDate": "11/20/2022 12:02:05",
      "content": "<p><a href=\"https://www.kaggle.com/code/bejeweled/rotate-2nd-place-cite-2d-cnn?scriptVersionId=111367672\" target=\"_blank\">Rotation aug</a> increases public and private scores both. But It works only with small rotation.<br>\n<a href=\"https://www.kaggle.com/code/bejeweled/rotate-xy-2nd-place-cite-2d-cnn\" target=\"_blank\">Both X and Y rotation</a> increases public, but decreases private. <br>\n<a href=\"https://www.kaggle.com/code/bejeweled/flip-2nd-place-cite-2d-cnn/notebook\" target=\"_blank\">Flip aug</a> increases public, but decreases private. </p>",
      "rawMarkdown": "[Rotation aug](https://www.kaggle.com/code/bejeweled/rotate-2nd-place-cite-2d-cnn?scriptVersionId=111367672) increases public and private scores both. But It works only with small rotation.\n[Both X and Y rotation](https://www.kaggle.com/code/bejeweled/rotate-xy-2nd-place-cite-2d-cnn) increases public, but decreases private. \n[Flip aug](https://www.kaggle.com/code/bejeweled/flip-2nd-place-cite-2d-cnn/notebook) increases public, but decreases private.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2035041,
      "author_name": "mridulsyed",
      "author_url": "",
      "post_date": "11/18/2022 14:53:54",
      "content": "<p>Great Insight</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2037064,
      "author_name": "bejeweled",
      "author_url": "",
      "post_date": "11/20/2022 12:02:05",
      "content": "<p><a href=\"https://www.kaggle.com/code/bejeweled/rotate-2nd-place-cite-2d-cnn?scriptVersionId=111367672\" target=\"_blank\">Rotation aug</a> increases public and private scores both. But It works only with small rotation.<br>\n<a href=\"https://www.kaggle.com/code/bejeweled/rotate-xy-2nd-place-cite-2d-cnn\" target=\"_blank\">Both X and Y rotation</a> increases public, but decreases private. <br>\n<a href=\"https://www.kaggle.com/code/bejeweled/flip-2nd-place-cite-2d-cnn/notebook\" target=\"_blank\">Flip aug</a> increases public, but decreases private. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2034653": "Hello! The competition is already over, but it was very interesting and rewarding, so I want to invite you to analyze the solutions of the people from the forum, combine with your solution and do something more than you did during the competition.\nFor example, I changed network from 2nd place notebook on my own best architecture in this [notebook](https://www.kaggle.com/code/bejeweled/2nd-place-cite-2d-cnn) and got improvements. Now I wanna try some augmentations and add my features. I believe that together we can create the best solution!\nIf you also wanna try to improve your solution after the end, it would be glad if you post a link to your notebook in this discussion.",
    "2035041": "Great Insight",
    "2037064": "[Rotation aug](https://www.kaggle.com/code/bejeweled/rotate-2nd-place-cite-2d-cnn?scriptVersionId=111367672) increases public and private scores both. But It works only with small rotation.\n[Both X and Y rotation](https://www.kaggle.com/code/bejeweled/rotate-xy-2nd-place-cite-2d-cnn) increases public, but decreases private. \n[Flip aug](https://www.kaggle.com/code/bejeweled/flip-2nd-place-cite-2d-cnn/notebook) increases public, but decreases private."
  },
  "source": "meta"
}