{
  "id": 40059,
  "title": "[LB 0.9971] Full solution with pretrained weights*",
  "url": "/competitions/carvana-image-masking-challenge/discussion/40059",
  "author_name": "",
  "post_date": "2017-09-26T23:04:18.565649800Z",
  "votes": 26,
  "comment_count": 9,
  "views": 0,
  "content": "<p>It is become customary to release some high performing solution near competition end. There are always a lot of drama around such actions and such solution often good only on Public LB and many seekers of freebies fall hardly on Private. </p>\n\n<p>What would think about it? Would if be fair to release such solution now? It will be possible to make submission if you start predicting right now with pretty powerful hardware (at least GeForce 1080). </p>\n\n<p>*Well... not, actually, but gotcha ;) </p>",
  "messages": [
    {
      "id": "224600",
      "postDate": "09/26/2017 23:04:18",
      "content": "<p>It is become customary to release some high performing solution near competition end. There are always a lot of drama around such actions and such solution often good only on Public LB and many seekers of freebies fall hardly on Private. </p>\n\n<p>What would think about it? Would if be fair to release such solution now? It will be possible to make submission if you start predicting right now with pretty powerful hardware (at least GeForce 1080). </p>\n\n<p>*Well... not, actually, but gotcha ;) </p>",
      "rawMarkdown": "It is become customary to release some high performing solution near competition end. There are always a lot of drama around such actions and such solution often good only on Public LB and many seekers of freebies fall hardly on Private. \n\nWhat would think about it? Would if be fair to release such solution now? It will be possible to make submission if you start predicting right now with pretty powerful hardware (at least GeForce 1080). \n\n\n\n\n\n\n\n\n*Well... not, actually, but gotcha ;)",
      "votes": null
    },
    {
      "id": "224601",
      "postDate": "09/26/2017 23:52:00",
      "content": "<p>Thanks for the solution! </p>",
      "rawMarkdown": "Thanks for the solution!",
      "votes": null
    },
    {
      "id": "224613",
      "postDate": "09/27/2017 02:22:42",
      "content": "<p>\"...many seekers of freebies fall hardly on Private.\"   If anyone ever puts together a book of great Kaggle quotes, I vote for that one!</p>",
      "rawMarkdown": "\"...many seekers of freebies fall hardly on Private.\"   If anyone ever puts together a book of great Kaggle quotes, I vote for that one!",
      "votes": null
    },
    {
      "id": "224623",
      "postDate": "09/27/2017 03:09:33",
      "content": "<p>The wording \"pretrained weights\" gives a clue to the solution?  </p>",
      "rawMarkdown": "The wording \"pretrained weights\" gives a clue to the solution?",
      "votes": null
    },
    {
      "id": "224648",
      "postDate": "09/27/2017 05:31:15",
      "content": "<p>That just gave me a heart attack!! ha ha ha ha</p>",
      "rawMarkdown": "That just gave me a heart attack!! ha ha ha ha",
      "votes": null
    },
    {
      "id": "224651",
      "postDate": "09/27/2017 05:44:34",
      "content": "<p>perfect solution!</p>",
      "rawMarkdown": "perfect solution!",
      "votes": null
    },
    {
      "id": "224682",
      "postDate": "09/27/2017 09:21:33",
      "content": "<p>I print out the picture to my son to practice painting, then scan it back to get the mask. It works!</p>",
      "rawMarkdown": "I print out the picture to my son to practice painting, then scan it back to get the mask. It works!",
      "votes": null
    },
    {
      "id": "224690",
      "postDate": "09/27/2017 10:08:57",
      "content": "<p>Awesome! Very creative ;)</p>",
      "rawMarkdown": "Awesome! Very creative ;)",
      "votes": null
    },
    {
      "id": "224888",
      "postDate": "09/27/2017 21:09:31",
      "content": "<p>Lucky father XDD</p>",
      "rawMarkdown": "Lucky father XDD",
      "votes": null
    },
    {
      "id": "224916",
      "postDate": "09/27/2017 23:04:35",
      "content": "<p>Thank you for sharing!</p>",
      "rawMarkdown": "Thank you for sharing!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 224601,
      "author_name": "asanakoev",
      "author_url": "",
      "post_date": "09/26/2017 23:52:00",
      "content": "<p>Thanks for the solution! </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 224613,
      "author_name": "jpmiller",
      "author_url": "",
      "post_date": "09/27/2017 02:22:42",
      "content": "<p>\"...many seekers of freebies fall hardly on Private.\"   If anyone ever puts together a book of great Kaggle quotes, I vote for that one!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 224623,
      "author_name": "hengck23",
      "author_url": "",
      "post_date": "09/27/2017 03:09:33",
      "content": "<p>The wording \"pretrained weights\" gives a clue to the solution?  </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 224648,
      "author_name": "janpreets",
      "author_url": "",
      "post_date": "09/27/2017 05:31:15",
      "content": "<p>That just gave me a heart attack!! ha ha ha ha</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 224651,
      "author_name": "contrius",
      "author_url": "",
      "post_date": "09/27/2017 05:44:34",
      "content": "<p>perfect solution!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 224682,
      "author_name": "outrunner",
      "author_url": "",
      "post_date": "09/27/2017 09:21:33",
      "content": "<p>I print out the picture to my son to practice painting, then scan it back to get the mask. It works!</p>",
      "votes": null,
      "replies": [
        {
          "id": 224690,
          "author_name": "ceperaang",
          "author_url": "",
          "post_date": "09/27/2017 10:08:57",
          "content": "<p>Awesome! Very creative ;)</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 224888,
          "author_name": "miaouhoho",
          "author_url": "",
          "post_date": "09/27/2017 21:09:31",
          "content": "<p>Lucky father XDD</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 224916,
      "author_name": "laodastrongexploded",
      "author_url": "",
      "post_date": "09/27/2017 23:04:35",
      "content": "<p>Thank you for sharing!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "224600": "It is become customary to release some high performing solution near competition end. There are always a lot of drama around such actions and such solution often good only on Public LB and many seekers of freebies fall hardly on Private. \n\nWhat would think about it? Would if be fair to release such solution now? It will be possible to make submission if you start predicting right now with pretty powerful hardware (at least GeForce 1080). \n\n\n\n\n\n\n\n\n*Well... not, actually, but gotcha ;)",
    "224601": "Thanks for the solution!",
    "224613": "\"...many seekers of freebies fall hardly on Private.\"   If anyone ever puts together a book of great Kaggle quotes, I vote for that one!",
    "224623": "The wording \"pretrained weights\" gives a clue to the solution?",
    "224648": "That just gave me a heart attack!! ha ha ha ha",
    "224651": "perfect solution!",
    "224682": "I print out the picture to my son to practice painting, then scan it back to get the mask. It works!",
    "224690": "Awesome! Very creative ;)",
    "224888": "Lucky father XDD",
    "224916": "Thank you for sharing!"
  },
  "source": "meta"
}