{
  "id": 86577,
  "title": "Arc Face FastAI Private LB 91+",
  "url": "/competitions/humpback-whale-identification/discussion/86577",
  "author_name": "",
  "post_date": "2019-03-25T05:37:50.659283800Z",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi All\nPlease leave you suggestions for improvements of the kernel. I am able to get highest score of 91.679 on Private leader board using Arcface loss(kind courtesy @bestfitting ) with image size 384 ,ensemble of Res50 and dense121 using ensemble algorithim given in one of the kernel</p>\n\n<p><a href=\"https://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364\">https://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364</a></p>",
  "messages": [
    {
      "id": "499710",
      "postDate": "03/25/2019 05:37:50",
      "content": "<p>Hi All\nPlease leave you suggestions for improvements of the kernel. I am able to get highest score of 91.679 on Private leader board using Arcface loss(kind courtesy @bestfitting ) with image size 384 ,ensemble of Res50 and dense121 using ensemble algorithim given in one of the kernel</p>\n\n<p><a href=\"https://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364\">https://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364</a></p>",
      "rawMarkdown": "Hi All\nPlease leave you suggestions for improvements of the kernel. I am able to get highest score of 91.679 on Private leader board using Arcface loss(kind courtesy @bestfitting ) with image size 384 ,ensemble of Res50 and dense121 using ensemble algorithim given in one of the kernel\n\nhttps://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364",
      "votes": null
    },
    {
      "id": "502010",
      "postDate": "03/28/2019 03:59:46",
      "content": "<p>many thanks to this kernel! :-)</p>",
      "rawMarkdown": "many thanks to this kernel! :-)",
      "votes": null
    },
    {
      "id": "502272",
      "postDate": "03/28/2019 11:24:35",
      "content": "<p>Thanks.. so far i have got into in top 60. \nwith image size 424.\nI m yet to try few more things lets see how it goes . Based on solutions given by top rankers.</p>",
      "rawMarkdown": "Thanks.. so far i have got into in top 60. \nwith image size 424.\nI m yet to try few more things lets see how it goes . Based on solutions given by top rankers.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 502010,
      "author_name": "",
      "author_url": "",
      "post_date": "03/28/2019 03:59:46",
      "content": "<p>many thanks to this kernel! :-)</p>",
      "votes": null,
      "replies": [
        {
          "id": 502272,
          "author_name": "jaideepvalani",
          "author_url": "",
          "post_date": "03/28/2019 11:24:35",
          "content": "<p>Thanks.. so far i have got into in top 60. \nwith image size 424.\nI m yet to try few more things lets see how it goes . Based on solutions given by top rankers.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "499710": "Hi All\nPlease leave you suggestions for improvements of the kernel. I am able to get highest score of 91.679 on Private leader board using Arcface loss(kind courtesy @bestfitting ) with image size 384 ,ensemble of Res50 and dense121 using ensemble algorithim given in one of the kernel\n\nhttps://www.kaggle.com/jaideepvalani/arcface-humpback-customhead-fastai-score919/output?scriptVersionId=11974364",
    "502010": "many thanks to this kernel! :-)",
    "502272": "Thanks.. so far i have got into in top 60. \nwith image size 424.\nI m yet to try few more things lets see how it goes . Based on solutions given by top rankers."
  },
  "source": "meta"
}