{
  "id": 145067,
  "title": "Best way to handle and predict attributes?",
  "url": "/competitions/imaterialist-fashion-2020-fgvc7/discussion/145067",
  "author_name": "",
  "post_date": "2020-04-21T19:49:45.495380500Z",
  "votes": 1,
  "comment_count": 3,
  "views": 0,
  "content": "<p>What is best way to handle the attribute classification? </p>\n\n<p>I am thinking of an end to end solution like adding an extra ROIHead to MaskRCNN, or to simply build a separate model altogether to handle and classify attributes. </p>\n\n<p>Thoughts? How are you dealing with this? </p>",
  "messages": [
    {
      "id": "815737",
      "postDate": "04/21/2020 19:49:45",
      "content": "<p>What is best way to handle the attribute classification? </p>\n\n<p>I am thinking of an end to end solution like adding an extra ROIHead to MaskRCNN, or to simply build a separate model altogether to handle and classify attributes. </p>\n\n<p>Thoughts? How are you dealing with this? </p>",
      "rawMarkdown": "What is best way to handle the attribute classification? \n\nI am thinking of an end to end solution like adding an extra ROIHead to MaskRCNN, or to simply build a separate model altogether to handle and classify attributes. \n\nThoughts? How are you dealing with this?",
      "votes": null
    },
    {
      "id": "822799",
      "postDate": "04/27/2020 06:35:19",
      "content": "<p>i'm trying adding an extra ROIHead to MaskRCNN</p>",
      "rawMarkdown": "i'm trying adding an extra ROIHead to MaskRCNN",
      "votes": null
    },
    {
      "id": "824232",
      "postDate": "04/28/2020 08:42:58",
      "content": "<p>How is this affecting your score?</p>",
      "rawMarkdown": "How is this affecting your score?",
      "votes": null
    },
    {
      "id": "853187",
      "postDate": "05/19/2020 02:41:24",
      "content": "<p>I am having the same question as well. Unlike the \"ClassId\" column which is one value per entry, the \"AttributesIds\" column has multiple separated by comma(s). Wonder anyone would be able to share advice or online references/tutorials on how to efficiently implement a prediction/assignment of attributes? Thanks in advance.</p>",
      "rawMarkdown": "I am having the same question as well. Unlike the \"ClassId\" column which is one value per entry, the \"AttributesIds\" column has multiple separated by comma(s). Wonder anyone would be able to share advice or online references/tutorials on how to efficiently implement a prediction/assignment of attributes? Thanks in advance.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 822799,
      "author_name": "fanhaobei",
      "author_url": "",
      "post_date": "04/27/2020 06:35:19",
      "content": "<p>i'm trying adding an extra ROIHead to MaskRCNN</p>",
      "votes": null,
      "replies": [
        {
          "id": 824232,
          "author_name": "rohitmidha23",
          "author_url": "",
          "post_date": "04/28/2020 08:42:58",
          "content": "<p>How is this affecting your score?</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 853187,
      "author_name": "ydavidchen",
      "author_url": "",
      "post_date": "05/19/2020 02:41:24",
      "content": "<p>I am having the same question as well. Unlike the \"ClassId\" column which is one value per entry, the \"AttributesIds\" column has multiple separated by comma(s). Wonder anyone would be able to share advice or online references/tutorials on how to efficiently implement a prediction/assignment of attributes? Thanks in advance.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "815737": "What is best way to handle the attribute classification? \n\nI am thinking of an end to end solution like adding an extra ROIHead to MaskRCNN, or to simply build a separate model altogether to handle and classify attributes. \n\nThoughts? How are you dealing with this?",
    "822799": "i'm trying adding an extra ROIHead to MaskRCNN",
    "824232": "How is this affecting your score?",
    "853187": "I am having the same question as well. Unlike the \"ClassId\" column which is one value per entry, the \"AttributesIds\" column has multiple separated by comma(s). Wonder anyone would be able to share advice or online references/tutorials on how to efficiently implement a prediction/assignment of attributes? Thanks in advance."
  },
  "source": "meta"
}