{
  "id": 431273,
  "title": "3D Image classification resources",
  "url": "/competitions/rsna-2023-abdominal-trauma-detection/discussion/431273",
  "author_name": "tharun_01",
  "post_date": "2023-08-12T20:31:55.254000",
  "votes": 4,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi kagglers, <br>\nI've been searching for the best 3D Image classification pipelines to tackle the label weakness for 2D classification. However, the 2.5D classification did yield a good score in CV but on the leaderboard, it performed less than a 2D model.</p>\n<p>Please share good 3D image classification pipelines If you find any.</p>\n<p>Below is the list of pipelines:</p>\n<p>1) <a href=\"https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train\" target=\"_blank\">https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train</a><br>\n2) <a href=\"https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook\" target=\"_blank\">https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook</a></p>\n<p>I'll Update the list as and when a new one comes in.<br>\nThank You.</p>",
  "messages": [
    {
      "id": 2387629,
      "postDate": "2023-08-12T20:31:55.253Z",
      "content": "<p>Hi kagglers, <br>\nI've been searching for the best 3D Image classification pipelines to tackle the label weakness for 2D classification. However, the 2.5D classification did yield a good score in CV but on the leaderboard, it performed less than a 2D model.</p>\n<p>Please share good 3D image classification pipelines If you find any.</p>\n<p>Below is the list of pipelines:</p>\n<p>1) <a href=\"https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train\" target=\"_blank\">https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train</a><br>\n2) <a href=\"https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook\" target=\"_blank\">https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook</a></p>\n<p>I'll Update the list as and when a new one comes in.<br>\nThank You.</p>",
      "rawMarkdown": "Hi kagglers, \nI've been searching for the best 3D Image classification pipelines to tackle the label weakness for 2D classification. However, the 2.5D classification did yield a good score in CV but on the leaderboard, it performed less than a 2D model.\n\nPlease share good 3D image classification pipelines If you find any.\n\nBelow is the list of pipelines:\n\n1) https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train\n2) https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook\n\n\nI'll Update the list as and when a new one comes in.\nThank You.",
      "votes": 4
    },
    {
      "id": 2877730,
      "postDate": "2024-06-18T14:39:02.057Z",
      "content": "<p>hi, thanks a lot, I recently needed this type of technology for my school research~!</p>",
      "rawMarkdown": "hi, thanks a lot, I recently needed this type of technology for my school research~!"
    }
  ],
  "comments": [
    {
      "id": 2877730,
      "author_name": "Chris_Shen",
      "author_url": "",
      "post_date": "2024-06-18T14:39:02.057000",
      "content": "<p>hi, thanks a lot, I recently needed this type of technology for my school research~!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2387629": "Hi kagglers, \nI've been searching for the best 3D Image classification pipelines to tackle the label weakness for 2D classification. However, the 2.5D classification did yield a good score in CV but on the leaderboard, it performed less than a 2D model.\n\nPlease share good 3D image classification pipelines If you find any.\n\nBelow is the list of pipelines:\n\n1) https://www.kaggle.com/code/furcifer/torch-efficientnet3d-for-mri-no-train\n2) https://www.kaggle.com/code/heyytanay/pytorch-train-rsna-video-classification-w-b/notebook\n\n\nI'll Update the list as and when a new one comes in.\nThank You.",
    "2877730": "hi, thanks a lot, I recently needed this type of technology for my school research~!"
  }
}