{
  "id": 254642,
  "title": "CXR anatomy detection training notebook and dataset",
  "url": "/competitions/siim-covid19-detection/discussion/254642",
  "author_name": "David Roberts",
  "post_date": "2021-07-23T00:14:10.211000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>I made a dataset and training notebook for the Chest Anatomy OD model I posted in this thread -&gt; <a href=\"https://www.kaggle.com/c/siim-covid19-detection/discussion/252790\" target=\"_blank\">https://www.kaggle.com/c/siim-covid19-detection/discussion/252790</a></p>\n<p>This is a small (100 image) dataset that I hand annotated using <a href=\"https://makesense.ai\" target=\"_blank\">https://makesense.ai</a>.  It detects 10 classes of anatomy (Lungs, Clavicles, Humeral Heads, Trachea, Carina, Heart and Gastric Bubble).</p>\n<p>Train Dataset -&gt; <a href=\"https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set\" target=\"_blank\">https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set</a><br>\nTrain Notebook -&gt; <a href=\"https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train\" target=\"_blank\">https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train</a><br>\nInfer Notebook -&gt; <a href=\"https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5\" target=\"_blank\">https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5</a></p>\n<p>Feel free to add to or modify it.</p>",
  "messages": [
    {
      "id": 1397225,
      "postDate": "2021-07-23T00:14:10.210Z",
      "content": "<p>I made a dataset and training notebook for the Chest Anatomy OD model I posted in this thread -&gt; <a href=\"https://www.kaggle.com/c/siim-covid19-detection/discussion/252790\" target=\"_blank\">https://www.kaggle.com/c/siim-covid19-detection/discussion/252790</a></p>\n<p>This is a small (100 image) dataset that I hand annotated using <a href=\"https://makesense.ai\" target=\"_blank\">https://makesense.ai</a>.  It detects 10 classes of anatomy (Lungs, Clavicles, Humeral Heads, Trachea, Carina, Heart and Gastric Bubble).</p>\n<p>Train Dataset -&gt; <a href=\"https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set\" target=\"_blank\">https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set</a><br>\nTrain Notebook -&gt; <a href=\"https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train\" target=\"_blank\">https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train</a><br>\nInfer Notebook -&gt; <a href=\"https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5\" target=\"_blank\">https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5</a></p>\n<p>Feel free to add to or modify it.</p>",
      "rawMarkdown": "I made a dataset and training notebook for the Chest Anatomy OD model I posted in this thread -> https://www.kaggle.com/c/siim-covid19-detection/discussion/252790\n\nThis is a small (100 image) dataset that I hand annotated using https://makesense.ai.  It detects 10 classes of anatomy (Lungs, Clavicles, Humeral Heads, Trachea, Carina, Heart and Gastric Bubble).\n\nTrain Dataset -> https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set\nTrain Notebook -> https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train\nInfer Notebook -> https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5\n\nFeel free to add to or modify it.",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1397225": "I made a dataset and training notebook for the Chest Anatomy OD model I posted in this thread -> https://www.kaggle.com/c/siim-covid19-detection/discussion/252790\n\nThis is a small (100 image) dataset that I hand annotated using https://makesense.ai.  It detects 10 classes of anatomy (Lungs, Clavicles, Humeral Heads, Trachea, Carina, Heart and Gastric Bubble).\n\nTrain Dataset -> https://www.kaggle.com/davidbroberts/chest-anatomy-yolov5-train-set\nTrain Notebook -> https://www.kaggle.com/davidbroberts/chest-anatomy-detection-train\nInfer Notebook -> https://www.kaggle.com/davidbroberts/cxr-anatomy-detection-with-yolov5\n\nFeel free to add to or modify it."
  }
}