{
  "id": 204856,
  "title": "X-Ray manipulation with OpenCV ",
  "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/204856",
  "author_name": "Akhilesh D. Kapse",
  "post_date": "2020-12-17T07:07:49.458000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p><strong>Exploring OpenCv techniques on X-RAY</strong>.</p>\n<p><strong>Notebook</strong>-  <a href=\"https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl\" target=\"_blank\">https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl</a></p>\n<ul>\n<li>Image Data Exploration</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F1c42755fa0fc50229265d4a4b5795468%2F20201217_123344.jpg?generation=1608188674007694&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Edge detection</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F7e181b1db9b296b535f46e67da698f4b%2F20201217_123043.jpg?generation=1608188797714607&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>X-ray: Adaptive histogram equalization</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2Fa0d0d8e4115d3489ad7d55f4114273f3%2F20201217_123054.jpg?generation=1608188534007595&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Color Quantization using K-Means</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F4705d0f36a26105daf06d1ca2bf34e8a%2F20201217_123108.jpg?generation=1608188578276519&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": 1116433,
      "postDate": "2020-12-17T07:07:49.460Z",
      "content": "<p><strong>Exploring OpenCv techniques on X-RAY</strong>.</p>\n<p><strong>Notebook</strong>-  <a href=\"https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl\" target=\"_blank\">https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl</a></p>\n<ul>\n<li>Image Data Exploration</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F1c42755fa0fc50229265d4a4b5795468%2F20201217_123344.jpg?generation=1608188674007694&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Edge detection</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F7e181b1db9b296b535f46e67da698f4b%2F20201217_123043.jpg?generation=1608188797714607&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>X-ray: Adaptive histogram equalization</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2Fa0d0d8e4115d3489ad7d55f4114273f3%2F20201217_123054.jpg?generation=1608188534007595&amp;alt=media\" alt=\"\"></p>\n<ul>\n<li>Color Quantization using K-Means</li>\n</ul>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F4705d0f36a26105daf06d1ca2bf34e8a%2F20201217_123108.jpg?generation=1608188578276519&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "**Exploring OpenCv techniques on X-RAY**.\n\n**Notebook**-  https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl\n\n- Image Data Exploration\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F1c42755fa0fc50229265d4a4b5795468%2F20201217_123344.jpg?generation=1608188674007694&alt=media)\n\n- Edge detection\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F7e181b1db9b296b535f46e67da698f4b%2F20201217_123043.jpg?generation=1608188797714607&alt=media)\n\n- X-ray: Adaptive histogram equalization\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2Fa0d0d8e4115d3489ad7d55f4114273f3%2F20201217_123054.jpg?generation=1608188534007595&alt=media)\n\n- Color Quantization using K-Means\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F4705d0f36a26105daf06d1ca2bf34e8a%2F20201217_123108.jpg?generation=1608188578276519&alt=media)",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1116433": "**Exploring OpenCv techniques on X-RAY**.\n\n**Notebook**-  https://www.kaggle.com/akhileshdkapse/ranzcr-clip-starter-guide-eda-image-cv2-dl\n\n- Image Data Exploration\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F1c42755fa0fc50229265d4a4b5795468%2F20201217_123344.jpg?generation=1608188674007694&alt=media)\n\n- Edge detection\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F7e181b1db9b296b535f46e67da698f4b%2F20201217_123043.jpg?generation=1608188797714607&alt=media)\n\n- X-ray: Adaptive histogram equalization\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2Fa0d0d8e4115d3489ad7d55f4114273f3%2F20201217_123054.jpg?generation=1608188534007595&alt=media)\n\n- Color Quantization using K-Means\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F4684168%2F4705d0f36a26105daf06d1ca2bf34e8a%2F20201217_123108.jpg?generation=1608188578276519&alt=media)"
  }
}