{
  "id": 350250,
  "title": "Mayo: Tiled Dataset",
  "url": "/competitions/mayo-clinic-strip-ai/discussion/350250",
  "author_name": "tmyok",
  "post_date": "2022-09-04T22:17:01.317000",
  "votes": 16,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I created tiled JPG dataset for Multiple Instance Learning.</p>\n<ul>\n<li>Notebook: <a href=\"https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips\" target=\"_blank\">https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips</a></li>\n<li>Dataset: <a href=\"https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024\" target=\"_blank\">https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024</a></li>\n</ul>\n<p>I referred to the following Notebook. <br>\n<a href=\"https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1\" target=\"_blank\">https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1</a></p>\n<p>The main changes are as follows:</p>\n<ul>\n<li>Changed the number of tiles from 16 to 64.</li>\n<li>Added \"other\" image.</li>\n<li>Changed vips2numpy (more fast).</li>\n<li>Changed tile selection criteria.</li>\n<li>No padding.</li>\n</ul>",
  "messages": [
    {
      "id": 1926498,
      "postDate": "2022-09-04T22:17:01.317Z",
      "content": "<p>I created tiled JPG dataset for Multiple Instance Learning.</p>\n<ul>\n<li>Notebook: <a href=\"https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips\" target=\"_blank\">https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips</a></li>\n<li>Dataset: <a href=\"https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024\" target=\"_blank\">https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024</a></li>\n</ul>\n<p>I referred to the following Notebook. <br>\n<a href=\"https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1\" target=\"_blank\">https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1</a></p>\n<p>The main changes are as follows:</p>\n<ul>\n<li>Changed the number of tiles from 16 to 64.</li>\n<li>Added \"other\" image.</li>\n<li>Changed vips2numpy (more fast).</li>\n<li>Changed tile selection criteria.</li>\n<li>No padding.</li>\n</ul>",
      "rawMarkdown": "I created tiled JPG dataset for Multiple Instance Learning.\n- Notebook: [https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips](https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips)\n- Dataset: [https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024](https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024)\n\nI referred to the following Notebook. \n[https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1](https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1)\n\nThe main changes are as follows:\n\n- Changed the number of tiles from 16 to 64.\n- Added \"other\" image.\n- Changed vips2numpy (more fast).\n- Changed tile selection criteria.\n- No padding.",
      "votes": 16
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1926498": "I created tiled JPG dataset for Multiple Instance Learning.\n- Notebook: [https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips](https://www.kaggle.com/code/tmyok1984/mayo-tile-generation-using-pyvips)\n- Dataset: [https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024](https://www.kaggle.com/datasets/tmyok1984/mayo-jpg-dataset-1024)\n\nI referred to the following Notebook. \n[https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1](https://www.kaggle.com/code/yasufuminakama/mayo-train-images-size-1024-n-16-1)\n\nThe main changes are as follows:\n\n- Changed the number of tiles from 16 to 64.\n- Added \"other\" image.\n- Changed vips2numpy (more fast).\n- Changed tile selection criteria.\n- No padding."
  }
}