{
  "id": 319845,
  "title": "For large number image processing what would be the approach ?",
  "url": "/competitions/happy-whale-and-dolphin/discussion/319845",
  "author_name": "",
  "post_date": "2022-04-19T05:57:28.549945500Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p><strong>Late post for this competition</strong></p>\n<p>Yesterday I had created NB on <strong>google colab pro</strong> but image processing taking too much time and even google colab pro can't process more than 6000 images</p>\n<p>So, posting this topic as if <strong>Leaderboard ranking users</strong> can provide some idea than it would very useful.<br>\ni.e what resource people using for these large data of images</p>\n<p>I had used code something like below which was taking too much time to process all images.<br>\n-&gt; Loading image<br>\n-&gt; Convert to an array</p>\n<p><code>for loop:</code><br>\n<code>--  img = image.load_img('Image_path', target_size=(360, 450, 3))</code><br>\n<code>--  x = image.img_to_array(img)</code></p>\n<p><strong>Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or …\nBcoz on train model everytime I got error of out of resource on Google colab pro</strong></p>",
  "messages": [
    {
      "id": "1760190",
      "postDate": "04/19/2022 05:57:28",
      "content": "<p><strong>Late post for this competition</strong></p>\n<p>Yesterday I had created NB on <strong>google colab pro</strong> but image processing taking too much time and even google colab pro can't process more than 6000 images</p>\n<p>So, posting this topic as if <strong>Leaderboard ranking users</strong> can provide some idea than it would very useful.<br>\ni.e what resource people using for these large data of images</p>\n<p>I had used code something like below which was taking too much time to process all images.<br>\n-&gt; Loading image<br>\n-&gt; Convert to an array</p>\n<p><code>for loop:</code><br>\n<code>--  img = image.load_img('Image_path', target_size=(360, 450, 3))</code><br>\n<code>--  x = image.img_to_array(img)</code></p>\n<p><strong>Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or …\nBcoz on train model everytime I got error of out of resource on Google colab pro</strong></p>",
      "rawMarkdown": "**Late post for this competition**\n\nYesterday I had created NB on **google colab pro** but image processing taking too much time and even google colab pro can't process more than 6000 images\n\nSo, posting this topic as if **Leaderboard ranking users** can provide some idea than it would very useful.\ni.e what resource people using for these large data of images\n\nI had used code something like below which was taking too much time to process all images.\n-> Loading image\n-> Convert to an array\n\n`for loop:`\n`--  img = image.load_img('Image_path', target_size=(360, 450, 3))`\n`--  x = image.img_to_array(img)`\n\n**Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or …\nBcoz on train model everytime I got error of out of resource on Google colab pro**",
      "votes": null
    },
    {
      "id": "1761883",
      "postDate": "04/20/2022 09:13:40",
      "content": "<p>Can anyone share their thoughts (secret) as what resource they use to win competition ?<br>\nI.e Kaggle NB or Google colab or …<br>\nBcoz on train model everytime I got error of out of resource on Google colab pro</p>",
      "rawMarkdown": "Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or ...\nBcoz on train model everytime I got error of out of resource on Google colab pro",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1761883,
      "author_name": "kdsharmaai",
      "author_url": "",
      "post_date": "04/20/2022 09:13:40",
      "content": "<p>Can anyone share their thoughts (secret) as what resource they use to win competition ?<br>\nI.e Kaggle NB or Google colab or …<br>\nBcoz on train model everytime I got error of out of resource on Google colab pro</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1760190": "**Late post for this competition**\n\nYesterday I had created NB on **google colab pro** but image processing taking too much time and even google colab pro can't process more than 6000 images\n\nSo, posting this topic as if **Leaderboard ranking users** can provide some idea than it would very useful.\ni.e what resource people using for these large data of images\n\nI had used code something like below which was taking too much time to process all images.\n-> Loading image\n-> Convert to an array\n\n`for loop:`\n`--  img = image.load_img('Image_path', target_size=(360, 450, 3))`\n`--  x = image.img_to_array(img)`\n\n**Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or …\nBcoz on train model everytime I got error of out of resource on Google colab pro**",
    "1761883": "Can anyone share their thoughts (secret) as what resource they use to win competition ?\nI.e Kaggle NB or Google colab or ...\nBcoz on train model everytime I got error of out of resource on Google colab pro"
  },
  "source": "meta"
}