{
  "id": 346013,
  "title": "Everyone to use Pyvips! It's very Useful! ",
  "url": "/competitions/mayo-clinic-strip-ai/discussion/346013",
  "author_name": "Wongi Park",
  "post_date": "2022-08-17T14:46:17.323000",
  "votes": 17,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Due to some extremely large images in test dataset, loading images using OpenCV and PIL causes the notebook to crash.</p>\n<p>It seems that the test data has 100-200 images.</p>\n<p>Pyvips is a good way to avoid memory problem.<br>\nThis Link is very Important for me.</p>\n<p>Thanks! <a href=\"https://www.kaggle.com/analokamus\" target=\"_blank\">@analokamus</a> </p>\n<p><a href=\"https://www.kaggle.com/code/analokamus/how-to-use-pyvips-offline\">LINK</a></p>",
  "messages": [
    {
      "id": 1903644,
      "postDate": "2022-08-17T14:46:17.323Z",
      "content": "<p>Due to some extremely large images in test dataset, loading images using OpenCV and PIL causes the notebook to crash.</p>\n<p>It seems that the test data has 100-200 images.</p>\n<p>Pyvips is a good way to avoid memory problem.<br>\nThis Link is very Important for me.</p>\n<p>Thanks! <a href=\"https://www.kaggle.com/analokamus\" target=\"_blank\">@analokamus</a> </p>\n<p><a href=\"https://www.kaggle.com/code/analokamus/how-to-use-pyvips-offline\">LINK</a></p>",
      "rawMarkdown": "Due to some extremely large images in test dataset, loading images using OpenCV and PIL causes the notebook to crash.\n\nIt seems that the test data has 100-200 images.\n\nPyvips is a good way to avoid memory problem.\nThis Link is very Important for me.\n\nThanks! @analokamus \n\n<a href=\"https://www.kaggle.com/code/analokamus/how-to-use-pyvips-offline\">LINK</a>",
      "votes": 17
    },
    {
      "id": 1905135,
      "postDate": "2022-08-18T18:44:43.807Z",
      "content": "<p>You could use my <a href=\"https://www.kaggle.com/code/hey24sheep/frozen-packages-for-offline-use\" target=\"_blank\">frozen package notebook</a> to have it installed without any hiccups.</p>",
      "rawMarkdown": "You could use my [frozen package notebook](https://www.kaggle.com/code/hey24sheep/frozen-packages-for-offline-use) to have it installed without any hiccups.",
      "votes": 1
    },
    {
      "id": 1903654,
      "postDate": "2022-08-17T14:54:22.157Z",
      "content": "<p>Good suggestion!! Thanks a lot for informing!!</p>",
      "rawMarkdown": "Good suggestion!! Thanks a lot for informing!!",
      "votes": 1
    }
  ],
  "comments": [
    {
      "id": 1905135,
      "author_name": "Hey24sheep",
      "author_url": "",
      "post_date": "2022-08-18T18:44:43.807000",
      "content": "<p>You could use my <a href=\"https://www.kaggle.com/code/hey24sheep/frozen-packages-for-offline-use\" target=\"_blank\">frozen package notebook</a> to have it installed without any hiccups.</p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1903654,
      "author_name": "Ravi Ramakrishnan",
      "author_url": "",
      "post_date": "2022-08-17T14:54:22.157000",
      "content": "<p>Good suggestion!! Thanks a lot for informing!!</p>",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1903644": "Due to some extremely large images in test dataset, loading images using OpenCV and PIL causes the notebook to crash.\n\nIt seems that the test data has 100-200 images.\n\nPyvips is a good way to avoid memory problem.\nThis Link is very Important for me.\n\nThanks! @analokamus \n\n<a href=\"https://www.kaggle.com/code/analokamus/how-to-use-pyvips-offline\">LINK</a>",
    "1905135": "You could use my [frozen package notebook](https://www.kaggle.com/code/hey24sheep/frozen-packages-for-offline-use) to have it installed without any hiccups.",
    "1903654": "Good suggestion!! Thanks a lot for informing!!"
  }
}