{
  "id": 163932,
  "title": "Crash in data pre-processing step",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/163932",
  "author_name": "",
  "post_date": "2020-07-04T04:39:04.485736700Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi all, \nI'm new to Kaggle. However, I have worked on many computer vision based DL models. The kaggle notebook and my system with GPU are both crashing at data-preprocessing step because of 33k images in jpeg folder. I need advice in handling this issue.  Please let me know your thoughts on this.</p>",
  "messages": [
    {
      "id": "914594",
      "postDate": "07/04/2020 04:39:04",
      "content": "<p>Hi all, \nI'm new to Kaggle. However, I have worked on many computer vision based DL models. The kaggle notebook and my system with GPU are both crashing at data-preprocessing step because of 33k images in jpeg folder. I need advice in handling this issue.  Please let me know your thoughts on this.</p>",
      "rawMarkdown": "Hi all, \nI'm new to Kaggle. However, I have worked on many computer vision based DL models. The kaggle notebook and my system with GPU are both crashing at data-preprocessing step because of 33k images in jpeg folder. I need advice in handling this issue.  Please let me know your thoughts on this.",
      "votes": null
    },
    {
      "id": "914637",
      "postDate": "07/04/2020 05:39:50",
      "content": "<p>You may want to see any simple starter notebook of this competition, it will give you a better understanding to the data and how to handle it too! :)</p>\n\n<p>You can find many for both PyTorch and TensorFlow!</p>",
      "rawMarkdown": "You may want to see any simple starter notebook of this competition, it will give you a better understanding to the data and how to handle it too! :)\n\nYou can find many for both PyTorch and TensorFlow!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 914637,
      "author_name": "sarques",
      "author_url": "",
      "post_date": "07/04/2020 05:39:50",
      "content": "<p>You may want to see any simple starter notebook of this competition, it will give you a better understanding to the data and how to handle it too! :)</p>\n\n<p>You can find many for both PyTorch and TensorFlow!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "914594": "Hi all, \nI'm new to Kaggle. However, I have worked on many computer vision based DL models. The kaggle notebook and my system with GPU are both crashing at data-preprocessing step because of 33k images in jpeg folder. I need advice in handling this issue.  Please let me know your thoughts on this.",
    "914637": "You may want to see any simple starter notebook of this competition, it will give you a better understanding to the data and how to handle it too! :)\n\nYou can find many for both PyTorch and TensorFlow!"
  },
  "source": "meta"
}