{
  "id": 529170,
  "title": "New to Image Processing",
  "url": "/competitions/rsna-2024-lumbar-spine-degenerative-classification/discussion/529170",
  "author_name": "",
  "post_date": "2024-08-19T10:02:41.293594200Z",
  "votes": 2,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi i'm quite new to image processing and would like to learn about it? It seems the best solution uses timm. is this just oridinary cnn? Any materials or books i should read for image data processing?</p>",
  "messages": [
    {
      "id": "2963864",
      "postDate": "08/19/2024 10:02:41",
      "content": "<p>Hi i'm quite new to image processing and would like to learn about it? It seems the best solution uses timm. is this just oridinary cnn? Any materials or books i should read for image data processing?</p>",
      "rawMarkdown": "Hi i'm quite new to image processing and would like to learn about it? It seems the best solution uses timm. is this just oridinary cnn? Any materials or books i should read for image data processing?",
      "votes": null
    },
    {
      "id": "2964374",
      "postDate": "08/19/2024 18:24:33",
      "content": "<p>what exactly , there are different things.</p>",
      "rawMarkdown": "what exactly , there are different things.",
      "votes": null
    },
    {
      "id": "2965140",
      "postDate": "08/20/2024 15:12:40",
      "content": "<p>From <a href=\"https://github.com/huggingface/pytorch-image-models\" target=\"_blank\">https://github.com/huggingface/pytorch-image-models</a> :</p>\n<blockquote>\n  <p>PyTorch Image Models (timm) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.</p>\n</blockquote>\n<p>It is essentially a third-party library in Python to augment PyTorch library.<br>\nIt is not installed by default, and you can by: <code>pip install timm</code><br>\nWithin <code>timm</code>, you can select various CNNs mentioned in its documentation.</p>",
      "rawMarkdown": "From https://github.com/huggingface/pytorch-image-models :\n>PyTorch Image Models (timm) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.\n\nIt is essentially a third-party library in Python to augment PyTorch library.\nIt is not installed by default, and you can by: `pip install timm`\nWithin `timm`, you can select various CNNs mentioned in its documentation.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2964374,
      "author_name": "theexaltedone",
      "author_url": "",
      "post_date": "08/19/2024 18:24:33",
      "content": "<p>what exactly , there are different things.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2965140,
      "author_name": "coderrkj",
      "author_url": "",
      "post_date": "08/20/2024 15:12:40",
      "content": "<p>From <a href=\"https://github.com/huggingface/pytorch-image-models\" target=\"_blank\">https://github.com/huggingface/pytorch-image-models</a> :</p>\n<blockquote>\n  <p>PyTorch Image Models (timm) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.</p>\n</blockquote>\n<p>It is essentially a third-party library in Python to augment PyTorch library.<br>\nIt is not installed by default, and you can by: <code>pip install timm</code><br>\nWithin <code>timm</code>, you can select various CNNs mentioned in its documentation.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2963864": "Hi i'm quite new to image processing and would like to learn about it? It seems the best solution uses timm. is this just oridinary cnn? Any materials or books i should read for image data processing?",
    "2964374": "what exactly , there are different things.",
    "2965140": "From https://github.com/huggingface/pytorch-image-models :\n>PyTorch Image Models (timm) is a collection of image models, layers, utilities, optimizers, schedulers, data-loaders / augmentations, and reference training / validation scripts that aim to pull together a wide variety of SOTA models with ability to reproduce ImageNet training results.\n\nIt is essentially a third-party library in Python to augment PyTorch library.\nIt is not installed by default, and you can by: `pip install timm`\nWithin `timm`, you can select various CNNs mentioned in its documentation."
  },
  "source": "meta"
}