{
  "id": 466061,
  "title": "please tell me about the methods for image standardization/normalization of training 6",
  "url": "/competitions/blood-vessel-segmentation/discussion/466061",
  "author_name": "Haru22",
  "post_date": "2024-01-07T01:48:51.933000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hello. <br>\nThis is my first time participating in an image competition, so I am not quite sure about the standardization/normalization method. <br>\nI used to think that standardization/normalization was applied to the entire images. However, When reading <a href=\"https://www.kaggle.com/code/jeanlucvanlite/training-6\" target=\"_blank\">training 6</a>, I realized that the functions min_max_normalization and norm_with_clip perform standardization/normalization on individual images. I would like to understand why this is done and why both standardization and normalization are applied. <br>\nthanks in advance!</p>",
  "messages": [
    {
      "id": 2590198,
      "postDate": "2024-01-07T01:48:51.933Z",
      "content": "<p>Hello. <br>\nThis is my first time participating in an image competition, so I am not quite sure about the standardization/normalization method. <br>\nI used to think that standardization/normalization was applied to the entire images. However, When reading <a href=\"https://www.kaggle.com/code/jeanlucvanlite/training-6\" target=\"_blank\">training 6</a>, I realized that the functions min_max_normalization and norm_with_clip perform standardization/normalization on individual images. I would like to understand why this is done and why both standardization and normalization are applied. <br>\nthanks in advance!</p>",
      "rawMarkdown": "Hello. \nThis is my first time participating in an image competition, so I am not quite sure about the standardization/normalization method. \nI used to think that standardization/normalization was applied to the entire images. However, When reading [training 6](https://www.kaggle.com/code/jeanlucvanlite/training-6), I realized that the functions min_max_normalization and norm_with_clip perform standardization/normalization on individual images. I would like to understand why this is done and why both standardization and normalization are applied. \nthanks in advance!",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "2590198": "Hello. \nThis is my first time participating in an image competition, so I am not quite sure about the standardization/normalization method. \nI used to think that standardization/normalization was applied to the entire images. However, When reading [training 6](https://www.kaggle.com/code/jeanlucvanlite/training-6), I realized that the functions min_max_normalization and norm_with_clip perform standardization/normalization on individual images. I would like to understand why this is done and why both standardization and normalization are applied. \nthanks in advance!"
  }
}