{
  "id": 130680,
  "title": "Automated Machine Learning Tools meaning?",
  "url": "/competitions/deepfake-detection-challenge/discussion/130680",
  "author_name": "",
  "post_date": "2020-02-15T17:44:51.080614700Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I am confused if I should publish in the AMLT-use section.</p>\n\n<p>Some metrics such as NIQE use a Gaussian Model and BRISQUE uses a SVM which are Machine Learning Tools. So what does \"Automated\" MLT try to encompass?</p>\n\n<p>Does using a pretrained CNN to crop the faces count as AMLT ?</p>",
  "messages": [
    {
      "id": "746898",
      "postDate": "02/15/2020 17:44:51",
      "content": "<p>I am confused if I should publish in the AMLT-use section.</p>\n\n<p>Some metrics such as NIQE use a Gaussian Model and BRISQUE uses a SVM which are Machine Learning Tools. So what does \"Automated\" MLT try to encompass?</p>\n\n<p>Does using a pretrained CNN to crop the faces count as AMLT ?</p>",
      "rawMarkdown": "I am confused if I should publish in the AMLT-use section.\n\nSome metrics such as NIQE use a Gaussian Model and BRISQUE uses a SVM which are Machine Learning Tools. So what does \"Automated\" MLT try to encompass?\n\nDoes using a pretrained CNN to crop the faces count as AMLT ?",
      "votes": null
    },
    {
      "id": "747064",
      "postDate": "02/15/2020 22:52:50",
      "content": "<p>Pretrained CNN does NOT count as AMLT. AMLT is like google AutoML or h2o. AMLT is just basically automated searching for the best model.</p>",
      "rawMarkdown": "Pretrained CNN does NOT count as AMLT. AMLT is like google AutoML or h2o. AMLT is just basically automated searching for the best model.",
      "votes": null
    },
    {
      "id": "747497",
      "postDate": "02/16/2020 14:22:56",
      "content": "<p>thank you for the clarification</p>",
      "rawMarkdown": "thank you for the clarification",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 747064,
      "author_name": "unkownhihi",
      "author_url": "",
      "post_date": "02/15/2020 22:52:50",
      "content": "<p>Pretrained CNN does NOT count as AMLT. AMLT is like google AutoML or h2o. AMLT is just basically automated searching for the best model.</p>",
      "votes": null,
      "replies": [
        {
          "id": 747497,
          "author_name": "muresanpaul",
          "author_url": "",
          "post_date": "02/16/2020 14:22:56",
          "content": "<p>thank you for the clarification</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "746898": "I am confused if I should publish in the AMLT-use section.\n\nSome metrics such as NIQE use a Gaussian Model and BRISQUE uses a SVM which are Machine Learning Tools. So what does \"Automated\" MLT try to encompass?\n\nDoes using a pretrained CNN to crop the faces count as AMLT ?",
    "747064": "Pretrained CNN does NOT count as AMLT. AMLT is like google AutoML or h2o. AMLT is just basically automated searching for the best model.",
    "747497": "thank you for the clarification"
  },
  "source": "meta"
}