{
  "id": 186802,
  "title": "Gaussian noise ?",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/186802",
  "author_name": "",
  "post_date": "2020-09-26T05:39:27.294941100Z",
  "votes": null,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I read a lot of notebooks but I don't know why we apply Gaussian in the network? The current CT image was heavily noisy.</p>",
  "messages": [
    {
      "id": "1027389",
      "postDate": "09/26/2020 05:39:27",
      "content": "<p>I read a lot of notebooks but I don't know why we apply Gaussian in the network? The current CT image was heavily noisy.</p>",
      "rawMarkdown": "I read a lot of notebooks but I don't know why we apply Gaussian in the network? The current CT image was heavily noisy.",
      "votes": null
    },
    {
      "id": "1027406",
      "postDate": "09/26/2020 05:57:23",
      "content": "<p>Hi,<br>\n<a href=\"https://machinelearningmastery.com/train-neural-networks-with-noise-to-reduce-overfitting/\" target=\"_blank\">This</a> post explains it.<br>\n <a href=\"https://machinelearningmastery.com/how-to-improve-deep-learning-model-robustness-by-adding-noise/\" target=\"_blank\">And</a></p>",
      "rawMarkdown": "Hi,\n[This](https://machinelearningmastery.com/train-neural-networks-with-noise-to-reduce-overfitting/) post explains it.\n [And](https://machinelearningmastery.com/how-to-improve-deep-learning-model-robustness-by-adding-noise/)",
      "votes": null
    },
    {
      "id": "1027453",
      "postDate": "09/26/2020 06:56:32",
      "content": "<p><a href=\"https://www.kaggle.com/mahmoudvaziri\" target=\"_blank\">@mahmoudvaziri</a> At present, the picture most likely has a gas infection in the stomach and other organs. Applying Gaussian noise leads to false modeling and poor learning. Thank you for sharing.</p>",
      "rawMarkdown": "mahmoudvaziri At present, the picture most likely has a gas infection in the stomach and other organs. Applying Gaussian noise leads to false modeling and poor learning. Thank you for sharing.",
      "votes": null
    },
    {
      "id": "1028236",
      "postDate": "09/26/2020 17:43:43",
      "content": "<p>Thank you for useful links</p>",
      "rawMarkdown": "Thank you for useful links",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1027406,
      "author_name": "mahmoudvaziri",
      "author_url": "",
      "post_date": "09/26/2020 05:57:23",
      "content": "<p>Hi,<br>\n<a href=\"https://machinelearningmastery.com/train-neural-networks-with-noise-to-reduce-overfitting/\" target=\"_blank\">This</a> post explains it.<br>\n <a href=\"https://machinelearningmastery.com/how-to-improve-deep-learning-model-robustness-by-adding-noise/\" target=\"_blank\">And</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 1028236,
          "author_name": "",
          "author_url": "",
          "post_date": "09/26/2020 17:43:43",
          "content": "<p>Thank you for useful links</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1027453,
      "author_name": "sentrankim",
      "author_url": "",
      "post_date": "09/26/2020 06:56:32",
      "content": "<p><a href=\"https://www.kaggle.com/mahmoudvaziri\" target=\"_blank\">@mahmoudvaziri</a> At present, the picture most likely has a gas infection in the stomach and other organs. Applying Gaussian noise leads to false modeling and poor learning. Thank you for sharing.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1027389": "I read a lot of notebooks but I don't know why we apply Gaussian in the network? The current CT image was heavily noisy.",
    "1027406": "Hi,\n[This](https://machinelearningmastery.com/train-neural-networks-with-noise-to-reduce-overfitting/) post explains it.\n [And](https://machinelearningmastery.com/how-to-improve-deep-learning-model-robustness-by-adding-noise/)",
    "1027453": "mahmoudvaziri At present, the picture most likely has a gas infection in the stomach and other organs. Applying Gaussian noise leads to false modeling and poor learning. Thank you for sharing.",
    "1028236": "Thank you for useful links"
  },
  "source": "meta"
}