{
  "id": 206051,
  "title": "Macro image pre-processing using ImageMagick.",
  "url": "/competitions/cassava-leaf-disease-classification/discussion/206051",
  "author_name": "kildongGo",
  "post_date": "2020-12-23T00:49:46.750000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F5bc4170a58ee7a8cf48d9bf20613f5d3%2F1f684e9a025160.png?generation=1608684167135846&amp;alt=media\" alt=\"imagemagick\"></p>\n<ul>\n<li>With Parallel, about 38 seconds elapsed.</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2Fbcbd53cf663471c7a77ddc18a624c34b%2F712fb44ba9906a.png?generation=1608684216675258&amp;alt=media\" alt=\"gnu parallel\"></p>\n<ul>\n<li>Without Parallel, about 3 mins elapsed.</li>\n</ul>\n<p>Batch resizing of 1000 high-resolution images at the terminal</p>\n<p>-imagemagick is a terminal-based image processing utility. Mac, Linux and Windows support.</p>\n<p>-How to install $ brew install imagemagick in Mac terminal $ apt install imagemagick for Linux</p>\n<p>-Using parallel is about 5 times faster than without.</p>\n<p>-Gnu Parallel installation method is $ brew install parallel in Mac</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F517a6b9835daea1d7d9bfbb59ecbcf31%2Flogo-grayblack300.png?generation=1608684696944515&amp;alt=media\" alt=\"GNU\"></p>\n<ul>\n<li>Gnu Parallel Logo.</li>\n</ul>\n<p>I hope to helpful.</p>\n<p><a href=\"https://www.kaggle.com/bemoregt\" target=\"_blank\">@bemoregt</a>.</p>",
  "messages": [
    {
      "id": 1123147,
      "postDate": "2020-12-23T00:49:46.750Z",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F5bc4170a58ee7a8cf48d9bf20613f5d3%2F1f684e9a025160.png?generation=1608684167135846&amp;alt=media\" alt=\"imagemagick\"></p>\n<ul>\n<li>With Parallel, about 38 seconds elapsed.</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2Fbcbd53cf663471c7a77ddc18a624c34b%2F712fb44ba9906a.png?generation=1608684216675258&amp;alt=media\" alt=\"gnu parallel\"></p>\n<ul>\n<li>Without Parallel, about 3 mins elapsed.</li>\n</ul>\n<p>Batch resizing of 1000 high-resolution images at the terminal</p>\n<p>-imagemagick is a terminal-based image processing utility. Mac, Linux and Windows support.</p>\n<p>-How to install $ brew install imagemagick in Mac terminal $ apt install imagemagick for Linux</p>\n<p>-Using parallel is about 5 times faster than without.</p>\n<p>-Gnu Parallel installation method is $ brew install parallel in Mac</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F517a6b9835daea1d7d9bfbb59ecbcf31%2Flogo-grayblack300.png?generation=1608684696944515&amp;alt=media\" alt=\"GNU\"></p>\n<ul>\n<li>Gnu Parallel Logo.</li>\n</ul>\n<p>I hope to helpful.</p>\n<p><a href=\"https://www.kaggle.com/bemoregt\" target=\"_blank\">@bemoregt</a>.</p>",
      "rawMarkdown": "![imagemagick](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F5bc4170a58ee7a8cf48d9bf20613f5d3%2F1f684e9a025160.png?generation=1608684167135846&alt=media)\n- With Parallel, about 38 seconds elapsed.\n\n![gnu parallel](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2Fbcbd53cf663471c7a77ddc18a624c34b%2F712fb44ba9906a.png?generation=1608684216675258&alt=media)\n- Without Parallel, about 3 mins elapsed.\n\nBatch resizing of 1000 high-resolution images at the terminal\n\n-imagemagick is a terminal-based image processing utility. Mac, Linux and Windows support.\n\n-How to install $ brew install imagemagick in Mac terminal $ apt install imagemagick for Linux\n\n-Using parallel is about 5 times faster than without.\n\n-Gnu Parallel installation method is $ brew install parallel in Mac\n\n![GNU](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F517a6b9835daea1d7d9bfbb59ecbcf31%2Flogo-grayblack300.png?generation=1608684696944515&alt=media)\n- Gnu Parallel Logo.\n\nI hope to helpful.\n\n@bemoregt.\n\n",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1123147": "![imagemagick](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F5bc4170a58ee7a8cf48d9bf20613f5d3%2F1f684e9a025160.png?generation=1608684167135846&alt=media)\n- With Parallel, about 38 seconds elapsed.\n\n![gnu parallel](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2Fbcbd53cf663471c7a77ddc18a624c34b%2F712fb44ba9906a.png?generation=1608684216675258&alt=media)\n- Without Parallel, about 3 mins elapsed.\n\nBatch resizing of 1000 high-resolution images at the terminal\n\n-imagemagick is a terminal-based image processing utility. Mac, Linux and Windows support.\n\n-How to install $ brew install imagemagick in Mac terminal $ apt install imagemagick for Linux\n\n-Using parallel is about 5 times faster than without.\n\n-Gnu Parallel installation method is $ brew install parallel in Mac\n\n![GNU](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F2737964%2F517a6b9835daea1d7d9bfbb59ecbcf31%2Flogo-grayblack300.png?generation=1608684696944515&alt=media)\n- Gnu Parallel Logo.\n\nI hope to helpful.\n\n@bemoregt.\n\n"
  }
}