{
  "id": 210312,
  "title": "[place holder] proof of concept : heatmap generator for for cvc endpoint",
  "url": "/competitions/ranzcr-clip-catheter-line-classification/discussion/210312",
  "author_name": "hengck23",
  "post_date": "2021-01-10T11:45:32.657000",
  "votes": 28,
  "comment_count": 9,
  "views": 0,
  "content": "<p>code and model to follow soon!<br>\nhere is a preview of the expected results.</p>\n<p>I use FCOS framework (convolutional detection framework) to generator the heatmap</p>\n<p><img src=\"https://media.giphy.com/media/33vMtQh6gLMe2VyQ5T/giphy.gif\" alt=\"\"></p>",
  "messages": [
    {
      "id": 1147254,
      "postDate": "2021-01-10T11:45:32.657Z",
      "content": "<p>code and model to follow soon!<br>\nhere is a preview of the expected results.</p>\n<p>I use FCOS framework (convolutional detection framework) to generator the heatmap</p>\n<p><img src=\"https://media.giphy.com/media/33vMtQh6gLMe2VyQ5T/giphy.gif\" alt=\"\"></p>",
      "rawMarkdown": "code and model to follow soon!\nhere is a preview of the expected results.\n\nI use FCOS framework (convolutional detection framework) to generator the heatmap\n\n![](https://media.giphy.com/media/33vMtQh6gLMe2VyQ5T/giphy.gif)\n\n",
      "votes": 28
    },
    {
      "id": 1150466,
      "postDate": "2021-01-12T15:55:08.420Z",
      "content": "<p><a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> But considering the fact that the heatmap is usually scattered over a slightly larger area instead of being a sharp endpoint. What exactly will be the use of it?</p>",
      "rawMarkdown": "@hengck23 But considering the fact that the heatmap is usually scattered over a slightly larger area instead of being a sharp endpoint. What exactly will be the use of it?",
      "votes": 1,
      "replies": [
        {
          "id": 1151682,
          "postDate": "2021-01-13T13:49:08.220Z",
          "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F69dd8f37ab986f4a4be50e2f4733571f%2FSelection_029.png?generation=1610545730426230&amp;alt=media\" alt=\"\"></p>\n<p>these can be used as initial candiate</p>",
          "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F69dd8f37ab986f4a4be50e2f4733571f%2FSelection_029.png?generation=1610545730426230&alt=media)\n\n\nthese can be used as initial candiate",
          "votes": 1
        },
        {
          "id": 1151774,
          "postDate": "2021-01-13T14:46:11.787Z",
          "content": "<p>That definitely makes sense.</p>",
          "rawMarkdown": "That definitely makes sense."
        }
      ]
    },
    {
      "id": 1216070,
      "postDate": "2021-02-24T05:21:42.707Z",
      "content": "<p>Thanks for sharing this <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> <br>\nCan you please shed some more light procedure/Training part of FCOS framework (convolutional detection framework)?</p>",
      "rawMarkdown": "Thanks for sharing this @hengck23 \nCan you please shed some more light procedure/Training part of FCOS framework (convolutional detection framework)?"
    },
    {
      "id": 1151890,
      "postDate": "2021-01-13T16:21:45.517Z",
      "content": "<p><a href=\"https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html\" target=\"_blank\">https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html</a><br>\n <img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-16-folie16_hires.jpg\" alt=\"\"><br>\n <img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-13-folie13_hires.jpg\" alt=\"\"></p>\n<p><img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-17-folie17_hires.jpg\" alt=\"\"><br>\n<img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-19-folie19_hires.jpg\" alt=\"\"></p>",
      "rawMarkdown": "https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html\n ![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-16-folie16_hires.jpg)\n ![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-13-folie13_hires.jpg)\n\n![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-17-folie17_hires.jpg)\n![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-19-folie19_hires.jpg)",
      "replies": [
        {
          "id": 1155578,
          "postDate": "2021-01-16T13:25:04.113Z",
          "content": "<p>Looks to be a promising idea. <br>\nSo what's the idea here? Will these heatmap generated image be <strong>concatenated</strong> with the original image or the heatmap generated image itself will be used as an input or something else?</p>",
          "rawMarkdown": "Looks to be a promising idea. \nSo what's the idea here? Will these heatmap generated image be **concatenated** with the original image or the heatmap generated image itself will be used as an input or something else?"
        },
        {
          "id": 1215547,
          "postDate": "2021-02-23T18:06:40.537Z",
          "content": "<p>Looks to work on. Have you implement it? how were the results?<br>\nThanks!!!</p>",
          "rawMarkdown": "Looks to work on. Have you implement it? how were the results?\nThanks!!!"
        }
      ]
    },
    {
      "id": 1148428,
      "postDate": "2021-01-11T06:00:22.633Z",
      "content": "<p>Excited to see it :-)</p>",
      "rawMarkdown": "Excited to see it :-)"
    },
    {
      "id": 1148273,
      "postDate": "2021-01-11T03:40:36.790Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 1150466,
      "author_name": "Izzy Adesanya",
      "author_url": "",
      "post_date": "2021-01-12T15:55:08.420000",
      "content": "<p><a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> But considering the fact that the heatmap is usually scattered over a slightly larger area instead of being a sharp endpoint. What exactly will be the use of it?</p>",
      "votes": 1,
      "replies": [
        {
          "id": 1151682,
          "author_name": "hengck23",
          "author_url": "",
          "post_date": "2021-01-13T13:49:08.220000",
          "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F113660%2F69dd8f37ab986f4a4be50e2f4733571f%2FSelection_029.png?generation=1610545730426230&amp;alt=media\" alt=\"\"></p>\n<p>these can be used as initial candiate</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1151774,
          "author_name": "Izzy Adesanya",
          "author_url": "",
          "post_date": "2021-01-13T14:46:11.787000",
          "content": "<p>That definitely makes sense.</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1216070,
      "author_name": "Dr. Amritpal Singh",
      "author_url": "",
      "post_date": "2021-02-24T05:21:42.707000",
      "content": "<p>Thanks for sharing this <a href=\"https://www.kaggle.com/hengck23\" target=\"_blank\">@hengck23</a> <br>\nCan you please shed some more light procedure/Training part of FCOS framework (convolutional detection framework)?</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1151890,
      "author_name": "hengck23",
      "author_url": "",
      "post_date": "2021-01-13T16:21:45.517000",
      "content": "<p><a href=\"https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html\" target=\"_blank\">https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html</a><br>\n <img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-16-folie16_hires.jpg\" alt=\"\"><br>\n <img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-13-folie13_hires.jpg\" alt=\"\"></p>\n<p><img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-17-folie17_hires.jpg\" alt=\"\"><br>\n<img src=\"https://healthcare-in-europe.com/media/story_section_gallery/129/image-19-folie19_hires.jpg\" alt=\"\"></p>",
      "votes": 0,
      "replies": [
        {
          "id": 1155578,
          "author_name": "Izzy Adesanya",
          "author_url": "",
          "post_date": "2021-01-16T13:25:04.113000",
          "content": "<p>Looks to be a promising idea. <br>\nSo what's the idea here? Will these heatmap generated image be <strong>concatenated</strong> with the original image or the heatmap generated image itself will be used as an input or something else?</p>",
          "votes": 0,
          "replies": []
        },
        {
          "id": 1215547,
          "author_name": "Aman Deep Gupta",
          "author_url": "",
          "post_date": "2021-02-23T18:06:40.537000",
          "content": "<p>Looks to work on. Have you implement it? how were the results?<br>\nThanks!!!</p>",
          "votes": 0,
          "replies": []
        }
      ]
    },
    {
      "id": 1148428,
      "author_name": "Akhilesh D. Kapse",
      "author_url": "",
      "post_date": "2021-01-11T06:00:22.633000",
      "content": "<p>Excited to see it :-)</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1148273,
      "author_name": "",
      "author_url": "",
      "post_date": "2021-01-11T03:40:36.790000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1147254": "code and model to follow soon!\nhere is a preview of the expected results.\n\nI use FCOS framework (convolutional detection framework) to generator the heatmap\n\n![](https://media.giphy.com/media/33vMtQh6gLMe2VyQ5T/giphy.gif)\n\n",
    "1150466": "@hengck23 But considering the fact that the heatmap is usually scattered over a slightly larger area instead of being a sharp endpoint. What exactly will be the use of it?",
    "1216070": "Thanks for sharing this @hengck23 \nCan you please shed some more light procedure/Training part of FCOS framework (convolutional detection framework)?",
    "1151890": "https://healthcare-in-europe.com/en/news/deep-learning-software-helps-to-locate-the-carina.html\n ![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-16-folie16_hires.jpg)\n ![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-13-folie13_hires.jpg)\n\n![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-17-folie17_hires.jpg)\n![](https://healthcare-in-europe.com/media/story_section_gallery/129/image-19-folie19_hires.jpg)",
    "1148428": "Excited to see it :-)",
    "1148273": ""
  }
}