{
  "id": 548210,
  "title": "Data Processing and Nornalization",
  "url": "/competitions/czii-cryo-et-object-identification/discussion/548210",
  "author_name": "CircuitGuru",
  "post_date": "2024-11-25T17:30:33.443000",
  "votes": 2,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Hey guys,</p>\n<p>So, how would I go about normalizing the data in the same range? I used min-max scaling as reccomended by <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> and did the same for the coordinates, but they still seem to be in different ranges (coordinates range all the way from 0-1 but volume is stuck at around 0.6…). How would you go about scalign the data? Thanks!</p>",
  "messages": [
    {
      "id": 3055321,
      "postDate": "2024-11-25T17:30:33.443Z",
      "content": "<p>Hey guys,</p>\n<p>So, how would I go about normalizing the data in the same range? I used min-max scaling as reccomended by <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> and did the same for the coordinates, but they still seem to be in different ranges (coordinates range all the way from 0-1 but volume is stuck at around 0.6…). How would you go about scalign the data? Thanks!</p>",
      "rawMarkdown": "Hey guys,\n\nSo, how would I go about normalizing the data in the same range? I used min-max scaling as reccomended by @hengck23 and did the same for the coordinates, but they still seem to be in different ranges (coordinates range all the way from 0-1 but volume is stuck at around 0.6...). How would you go about scalign the data? Thanks!",
      "votes": 2
    },
    {
      "id": 3055431,
      "postDate": "2024-11-25T19:02:43.277Z",
      "content": "<p>Have a look at this <a href=\"https://www.kaggle.com/code/kharrington/blobdetector\" target=\"_blank\">notebook</a>, the coordinates in the json file map differently to the 3D array (#Convert from ZYX to XYZ order and apply voxel spacing). Is that what you mean?</p>",
      "rawMarkdown": "Have a look at this [notebook](https://www.kaggle.com/code/kharrington/blobdetector), the coordinates in the json file map differently to the 3D array (#Convert from ZYX to XYZ order and apply voxel spacing). Is that what you mean?",
      "replies": [
        {
          "id": 3055734,
          "postDate": "2024-11-26T04:24:27.420Z",
          "content": "<p>Oh okay thanks. I was just confused on how the scaling works because normalizing the volume leads to numbers close to 0.60… while the coordinates are different.</p>",
          "rawMarkdown": "Oh okay thanks. I was just confused on how the scaling works because normalizing the volume leads to numbers close to 0.60… while the coordinates are different."
        }
      ]
    },
    {
      "id": 3055347,
      "postDate": "2024-11-25T17:54:45.990Z",
      "content": "<p>here is my code by the way</p>",
      "rawMarkdown": "here is my code by the way\n\n"
    },
    {
      "id": 3055345,
      "postDate": "2024-11-25T17:53:39.887Z",
      "rawMarkdown": "",
      "isDeleted": true
    },
    {
      "id": 3055342,
      "postDate": "2024-11-25T17:53:03.350Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 3055431,
      "author_name": "Ignasi Alemany",
      "author_url": "",
      "post_date": "2024-11-25T19:02:43.277000",
      "content": "<p>Have a look at this <a href=\"https://www.kaggle.com/code/kharrington/blobdetector\" target=\"_blank\">notebook</a>, the coordinates in the json file map differently to the 3D array (#Convert from ZYX to XYZ order and apply voxel spacing). Is that what you mean?</p>",
      "votes": 0,
      "replies": [
        {
          "id": 3055734,
          "author_name": "CircuitGuru",
          "author_url": "",
          "post_date": "2024-11-26T04:24:27.420000",
          "content": "<p>Oh okay thanks. I was just confused on how the scaling works because normalizing the volume leads to numbers close to 0.60… while the coordinates are different.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 3055347,
      "author_name": "CircuitGuru",
      "author_url": "",
      "post_date": "2024-11-25T17:54:45.990000",
      "content": "<p>here is my code by the way</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 3055345,
      "author_name": "",
      "author_url": "",
      "post_date": "2024-11-25T17:53:39.887000",
      "content": "",
      "votes": 0,
      "replies": []
    },
    {
      "id": 3055342,
      "author_name": "",
      "author_url": "",
      "post_date": "2024-11-25T17:53:03.350000",
      "content": "",
      "votes": 0,
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  ],
  "raw_markdown_by_id": {
    "3055321": "Hey guys,\n\nSo, how would I go about normalizing the data in the same range? I used min-max scaling as reccomended by @hengck23 and did the same for the coordinates, but they still seem to be in different ranges (coordinates range all the way from 0-1 but volume is stuck at around 0.6...). How would you go about scalign the data? Thanks!",
    "3055431": "Have a look at this [notebook](https://www.kaggle.com/code/kharrington/blobdetector), the coordinates in the json file map differently to the 3D array (#Convert from ZYX to XYZ order and apply voxel spacing). Is that what you mean?",
    "3055347": "here is my code by the way\n\n",
    "3055345": "",
    "3055342": ""
  }
}