{
  "id": 79449,
  "title": "Treating the signal like an Image ?",
  "url": "/competitions/vsb-power-line-fault-detection/discussion/79449",
  "author_name": "",
  "post_date": "2019-02-04T06:37:35.104900900Z",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Has anyone tried treating every signal as a single channel image and using transfer learning from some of the pre-trained CNN model weights to train on this data? I am planning on trying this approach once I get some free time . Any advice? </p>",
  "messages": [
    {
      "id": "465854",
      "postDate": "02/04/2019 06:37:35",
      "content": "<p>Has anyone tried treating every signal as a single channel image and using transfer learning from some of the pre-trained CNN model weights to train on this data? I am planning on trying this approach once I get some free time . Any advice? </p>",
      "rawMarkdown": "Has anyone tried treating every signal as a single channel image and using transfer learning from some of the pre-trained CNN model weights to train on this data? I am planning on trying this approach once I get some free time . Any advice?",
      "votes": null
    },
    {
      "id": "465933",
      "postDate": "02/04/2019 10:55:13",
      "content": "<p>From signal to image: <a href=\"https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification\">https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification</a></p>",
      "rawMarkdown": "From signal to image: https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification",
      "votes": null
    },
    {
      "id": "466373",
      "postDate": "02/05/2019 08:35:05",
      "content": "<p>Thanks!</p>",
      "rawMarkdown": "Thanks!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 465933,
      "author_name": "cerlymarco",
      "author_url": "",
      "post_date": "02/04/2019 10:55:13",
      "content": "<p>From signal to image: <a href=\"https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification\">https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 466373,
          "author_name": "msiddique1436",
          "author_url": "",
          "post_date": "02/05/2019 08:35:05",
          "content": "<p>Thanks!</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "465854": "Has anyone tried treating every signal as a single channel image and using transfer learning from some of the pre-trained CNN model weights to train on this data? I am planning on trying this approach once I get some free time . Any advice?",
    "465933": "From signal to image: https://www.kaggle.com/tigurius/recuplots-and-cnns-for-time-series-classification",
    "466373": "Thanks!"
  },
  "source": "meta"
}