{
  "id": 301668,
  "title": "StylEx: A New Approach for Visual Explanation of Classifiers",
  "url": "/competitions/tensorflow-great-barrier-reef/discussion/301668",
  "author_name": "Vadim Irtlach",
  "post_date": "2022-01-18T22:30:36.605000",
  "votes": 5,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Interpretable ML is quite an interesting and important thing in production because in most of the cases, especially that related to medicine,  the model \"must prove her choice/prediction\".<br>\nSo, recently, Google AI published their new article, where they described a new approach for a visual explanation of classifiers, called StyEx. So, for more information go by this link: <a href=\"https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1\" target=\"_blank\">https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1</a>.<br>\nThis example of how the algorithm works:<br>\n<img src=\"https://i.ibb.co/4WcSBr2/image7.gif\" alt=\"image7\"><br>\nWhat is your opinion on this? </p>",
  "messages": [
    {
      "id": 1654872,
      "postDate": "2022-01-18T22:30:36.607Z",
      "content": "<p>Interpretable ML is quite an interesting and important thing in production because in most of the cases, especially that related to medicine,  the model \"must prove her choice/prediction\".<br>\nSo, recently, Google AI published their new article, where they described a new approach for a visual explanation of classifiers, called StyEx. So, for more information go by this link: <a href=\"https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1\" target=\"_blank\">https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1</a>.<br>\nThis example of how the algorithm works:<br>\n<img src=\"https://i.ibb.co/4WcSBr2/image7.gif\" alt=\"image7\"><br>\nWhat is your opinion on this? </p>",
      "rawMarkdown": "\nInterpretable ML is quite an interesting and important thing in production because in most of the cases, especially that related to medicine,  the model \"must prove her choice/prediction\".\n\nSo, recently, Google AI published their new article, where they described a new approach for a visual explanation of classifiers, called StyEx. So, for more information go by this link: [https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1](https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1).\n\nThis example of how the algorithm works:\n<img src=\"https://i.ibb.co/4WcSBr2/image7.gif\" alt=\"image7\" border=\"0\">\n\nWhat is your opinion on this? \n",
      "votes": 5
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1654872": "\nInterpretable ML is quite an interesting and important thing in production because in most of the cases, especially that related to medicine,  the model \"must prove her choice/prediction\".\n\nSo, recently, Google AI published their new article, where they described a new approach for a visual explanation of classifiers, called StyEx. So, for more information go by this link: [https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1](https://ai.googleblog.com/2022/01/introducing-stylex-new-approach-for.html?m=1).\n\nThis example of how the algorithm works:\n<img src=\"https://i.ibb.co/4WcSBr2/image7.gif\" alt=\"image7\" border=\"0\">\n\nWhat is your opinion on this? \n"
  }
}