{
  "id": 49313,
  "title": "Congratulations to all winner and thanks for sharing.",
  "url": "/competitions/sp-society-camera-model-identification/discussion/49313",
  "author_name": "Kruegger",
  "post_date": "2018-02-09T09:12:33.212000",
  "votes": 5,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Very interesting and challenged competition. It is my first attempt to take a part in picture-based competition and I really impressed by pipelines and approaches top-team shared.  Really, XXX Gb of data, smart filtering, strong math manipulations, lr/cv tricks and so on.... Crazy and Drive! )</p>\n\n<p>I want to say Thank you to @Andres Torrubia and @Ivan Romanov. Investigating your pipelines line-by-line give me a lot of understanding sota approaches in CV. Thank you for sharing your code and ideas - it is really a best way to learn and improve skills.</p>\n\n<p>I don't get nice result, my solution is based on rank-averaging several densnet/resnet models, but I get 50'th place with silver and <strong>[ods.ai]</strong> tags! )))</p>\n\n<p>Happy Kaggling!</p>\n\n<p>P.S. To all kagglers - don't pay attention to people who say that sharing code/data/ideas is bad, it is really best way to learn anything, and again - thank you for all who do it! )</p>\n\n<p>P.P.S. @Bojan Tunguz - congrats with Triple Master tier! You really deserve it! )</p>",
  "messages": [
    {
      "id": 280077,
      "postDate": "2018-02-09T09:12:33.213Z",
      "content": "<p>Very interesting and challenged competition. It is my first attempt to take a part in picture-based competition and I really impressed by pipelines and approaches top-team shared.  Really, XXX Gb of data, smart filtering, strong math manipulations, lr/cv tricks and so on.... Crazy and Drive! )</p>\n\n<p>I want to say Thank you to @Andres Torrubia and @Ivan Romanov. Investigating your pipelines line-by-line give me a lot of understanding sota approaches in CV. Thank you for sharing your code and ideas - it is really a best way to learn and improve skills.</p>\n\n<p>I don't get nice result, my solution is based on rank-averaging several densnet/resnet models, but I get 50'th place with silver and <strong>[ods.ai]</strong> tags! )))</p>\n\n<p>Happy Kaggling!</p>\n\n<p>P.S. To all kagglers - don't pay attention to people who say that sharing code/data/ideas is bad, it is really best way to learn anything, and again - thank you for all who do it! )</p>\n\n<p>P.P.S. @Bojan Tunguz - congrats with Triple Master tier! You really deserve it! )</p>",
      "rawMarkdown": "Very interesting and challenged competition. It is my first attempt to take a part in picture-based competition and I really impressed by pipelines and approaches top-team shared.  Really, XXX Gb of data, smart filtering, strong math manipulations, lr/cv tricks and so on.... Crazy and Drive! )\n\nI want to say Thank you to @Andres Torrubia and @Ivan Romanov. Investigating your pipelines line-by-line give me a lot of understanding sota approaches in CV. Thank you for sharing your code and ideas - it is really a best way to learn and improve skills.\n\nI don't get nice result, my solution is based on rank-averaging several densnet/resnet models, but I get 50'th place with silver and **[ods.ai]** tags! )))\n\nHappy Kaggling!\n\nP.S. To all kagglers - don't pay attention to people who say that sharing code/data/ideas is bad, it is really best way to learn anything, and again - thank you for all who do it! )\n\nP.P.S. @Bojan Tunguz - congrats with Triple Master tier! You really deserve it! )\n",
      "votes": 5
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "280077": "Very interesting and challenged competition. It is my first attempt to take a part in picture-based competition and I really impressed by pipelines and approaches top-team shared.  Really, XXX Gb of data, smart filtering, strong math manipulations, lr/cv tricks and so on.... Crazy and Drive! )\n\nI want to say Thank you to @Andres Torrubia and @Ivan Romanov. Investigating your pipelines line-by-line give me a lot of understanding sota approaches in CV. Thank you for sharing your code and ideas - it is really a best way to learn and improve skills.\n\nI don't get nice result, my solution is based on rank-averaging several densnet/resnet models, but I get 50'th place with silver and **[ods.ai]** tags! )))\n\nHappy Kaggling!\n\nP.S. To all kagglers - don't pay attention to people who say that sharing code/data/ideas is bad, it is really best way to learn anything, and again - thank you for all who do it! )\n\nP.P.S. @Bojan Tunguz - congrats with Triple Master tier! You really deserve it! )\n"
  }
}