{
  "id": 582426,
  "title": "I've created a dataset from tof NumPy images.",
  "url": "/competitions/cmi-detect-behavior-with-sensor-data/discussion/582426",
  "author_name": "",
  "post_date": "2025-05-31T06:10:54.838656700Z",
  "votes": 45,
  "comment_count": 5,
  "views": 0,
  "content": "<p>\"tof\" can be treated as an 2d - image.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4001300%2F06b2e606efa97515070817117ca07a93%2FClipboard_05-31-2025_01.jpg?generation=1748671829172444&amp;alt=media\" alt=\"\"></p>\n<p>I created and published the dataset using h5 files<br>\nNull data has been replaced with -2.</p>\n<p><a href=\"https://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images\" target=\"_blank\">https://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images</a></p>\n<p>Please refer to this notebook for how to create and use it.</p>\n<p>how to make<br>\n<a href=\"https://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802\" target=\"_blank\">https://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802</a></p>\n<p>how to use<br>\n<a href=\"https://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051\" target=\"_blank\">https://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051</a></p>\n<p>I hope this will be helpful to you.</p>",
  "messages": [
    {
      "id": "3214229",
      "postDate": "05/31/2025 06:10:54",
      "content": "<p>\"tof\" can be treated as an 2d - image.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4001300%2F06b2e606efa97515070817117ca07a93%2FClipboard_05-31-2025_01.jpg?generation=1748671829172444&amp;alt=media\" alt=\"\"></p>\n<p>I created and published the dataset using h5 files<br>\nNull data has been replaced with -2.</p>\n<p><a href=\"https://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images\" target=\"_blank\">https://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images</a></p>\n<p>Please refer to this notebook for how to create and use it.</p>\n<p>how to make<br>\n<a href=\"https://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802\" target=\"_blank\">https://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802</a></p>\n<p>how to use<br>\n<a href=\"https://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051\" target=\"_blank\">https://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051</a></p>\n<p>I hope this will be helpful to you.</p>",
      "rawMarkdown": "\"tof\" can be treated as an 2d - image.\n\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4001300%2F06b2e606efa97515070817117ca07a93%2FClipboard_05-31-2025_01.jpg?generation=1748671829172444&alt=media)\n\n\nI created and published the dataset using h5 files\nNull data has been replaced with -2.\n\nhttps://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images\n\nPlease refer to this notebook for how to create and use it.\n\nhow to make\nhttps://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802\n\nhow to use\nhttps://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051\n\nI hope this will be helpful to you.",
      "votes": null
    },
    {
      "id": "3214258",
      "postDate": "05/31/2025 07:14:06",
      "content": "<p><a href=\"https://www.kaggle.com/chumajin\" target=\"_blank\">@chumajin</a> Thanks for providing good resource. </p>",
      "rawMarkdown": "chumajin Thanks for providing good resource.",
      "votes": null
    },
    {
      "id": "3214335",
      "postDate": "05/31/2025 09:51:44",
      "content": "<p>Thanks for providing a good resources</p>",
      "rawMarkdown": "Thanks for providing a good resources",
      "votes": null
    },
    {
      "id": "3214378",
      "postDate": "05/31/2025 12:07:29",
      "content": "<p>Thanks! This is helpful!</p>",
      "rawMarkdown": "Thanks! This is helpful!",
      "votes": null
    },
    {
      "id": "3214437",
      "postDate": "05/31/2025 14:28:19",
      "content": "<p><a href=\"https://www.kaggle.com/tom99763\" target=\"_blank\">@tom99763</a> Thank you for comment!</p>",
      "rawMarkdown": "tom99763 Thank you for comment!",
      "votes": null
    },
    {
      "id": "3226153",
      "postDate": "06/17/2025 10:11:31",
      "content": "<p>Thanks for sharing may be later some where down the line trying CNN models on this 2D images can boost score</p>",
      "rawMarkdown": "Thanks for sharing may be later some where down the line trying CNN models on this 2D images can boost score",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3214258,
      "author_name": "tom99763",
      "author_url": "",
      "post_date": "05/31/2025 07:14:06",
      "content": "<p><a href=\"https://www.kaggle.com/chumajin\" target=\"_blank\">@chumajin</a> Thanks for providing good resource. </p>",
      "votes": null,
      "replies": [
        {
          "id": 3214437,
          "author_name": "chumajin",
          "author_url": "",
          "post_date": "05/31/2025 14:28:19",
          "content": "<p><a href=\"https://www.kaggle.com/tom99763\" target=\"_blank\">@tom99763</a> Thank you for comment!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 3214335,
      "author_name": "nguyentatkien",
      "author_url": "",
      "post_date": "05/31/2025 09:51:44",
      "content": "<p>Thanks for providing a good resources</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3214378,
      "author_name": "mattiaangeli",
      "author_url": "",
      "post_date": "05/31/2025 12:07:29",
      "content": "<p>Thanks! This is helpful!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3226153,
      "author_name": "sayedathar11",
      "author_url": "",
      "post_date": "06/17/2025 10:11:31",
      "content": "<p>Thanks for sharing may be later some where down the line trying CNN models on this 2D images can boost score</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3214229": "\"tof\" can be treated as an 2d - image.\n\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4001300%2F06b2e606efa97515070817117ca07a93%2FClipboard_05-31-2025_01.jpg?generation=1748671829172444&alt=media)\n\n\nI created and published the dataset using h5 files\nNull data has been replaced with -2.\n\nhttps://www.kaggle.com/datasets/chumajin/cmi3-2d-tof-numpy-images\n\nPlease refer to this notebook for how to create and use it.\n\nhow to make\nhttps://www.kaggle.com/code/chumajin/cmi3-make-2d-tof-numpyimages?scriptVersionId=242837802\n\nhow to use\nhttps://www.kaggle.com/code/chumajin/cmi3-how-to-use-h5numpyimage-file?scriptVersionId=242843051\n\nI hope this will be helpful to you.",
    "3214258": "chumajin Thanks for providing good resource.",
    "3214335": "Thanks for providing a good resources",
    "3214378": "Thanks! This is helpful!",
    "3214437": "tom99763 Thank you for comment!",
    "3226153": "Thanks for sharing may be later some where down the line trying CNN models on this 2D images can boost score"
  },
  "source": "meta"
}