{
  "id": 215371,
  "title": "AIC - Local Group Discussion",
  "url": "/competitions/vinbigdata-chest-xray-abnormalities-detection/discussion/215371",
  "author_name": "Adnan Zaidi",
  "post_date": "2021-01-29T14:54:44.882000",
  "votes": 3,
  "comment_count": 9,
  "views": 0,
  "content": "<p>This is a local group discussion for people joining from Pakistan. Please feel free to post all problems in Urdu/Roman/English. This will lead to your issues or others regarding Vingroup Data Set. </p>",
  "messages": [
    {
      "id": 1176257,
      "postDate": "2021-01-29T14:54:44.883Z",
      "content": "<p>This is a local group discussion for people joining from Pakistan. Please feel free to post all problems in Urdu/Roman/English. This will lead to your issues or others regarding Vingroup Data Set. </p>",
      "rawMarkdown": "This is a local group discussion for people joining from Pakistan. Please feel free to post all problems in Urdu/Roman/English. This will lead to your issues or others regarding Vingroup Data Set. \n",
      "votes": 3
    },
    {
      "id": 1198775,
      "postDate": "2021-02-13T09:42:49.950Z",
      "content": "<p>Good for review:  <a href=\"https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline\" target=\"_blank\">https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline</a>   </p>",
      "rawMarkdown": "Good for review:  https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline   "
    },
    {
      "id": 1196950,
      "postDate": "2021-02-11T19:39:52.780Z",
      "content": "<p>Thanx Adnan Bhai, i will look in to that</p>",
      "rawMarkdown": "Thanx Adnan Bhai, i will look in to that"
    },
    {
      "id": 1196660,
      "postDate": "2021-02-11T14:34:10.437Z",
      "content": "<p>For New Users, must review it:: <a href=\"https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/\" target=\"_blank\">https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/</a></p>",
      "rawMarkdown": "For New Users, must review it:: https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/"
    },
    {
      "id": 1181072,
      "postDate": "2021-02-01T16:26:08.923Z",
      "content": "<p>Depthwise Convolution as Suggested: <br>\n<a href=\"https://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec\" target=\"_blank\">https://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec</a></p>",
      "rawMarkdown": "Depthwise Convolution as Suggested: \nhttps://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec"
    },
    {
      "id": 1177847,
      "postDate": "2021-01-30T14:46:31.877Z",
      "content": "<p>Asalam o alikum.<br>\nMai keras ka imagedatagenrator use ker raha hu<br>\nBut error resolve nahe ho raha mujhse<br>\nUnidentifiedImageError: cannot identify image file </p>",
      "rawMarkdown": "Asalam o alikum.\nMai keras ka imagedatagenrator use ker raha hu\nBut error resolve nahe ho raha mujhse\nUnidentifiedImageError: cannot identify image file <_io.BytesIO object at 0x7fc3835e9bf0>\n",
      "replies": [
        {
          "id": 1181080,
          "postDate": "2021-02-01T16:29:19.173Z",
          "content": "<p>Do not play with higher level augmentation in XRAY Images; you can only affine, flip or rotate. Check. Have you converted image formats like jpg or dicom? <br>\n<a href=\"https://stackoverflow.com/questions/64221240/dicom-files-not-recognized-by-keras-imagedatagenerator-in-tensorflow-2-3-1\" target=\"_blank\">https://stackoverflow.com/questions/64221240/dicom-files-not-recognized-by-keras-imagedatagenerator-in-tensorflow-2-3-1</a></p>",
          "rawMarkdown": "Do not play with higher level augmentation in XRAY Images; you can only affine, flip or rotate. Check. Have you converted image formats like jpg or dicom? \nhttps://stackoverflow.com/questions/64221240/dicom-files-not-recognized-by-keras-imagedatagenerator-in-tensorflow-2-3-1\n",
          "votes": 1
        },
        {
          "id": 1181109,
          "postDate": "2021-02-01T16:46:35.760Z",
          "content": "<p>Thanks that is relevant to my problem. But i still haven't come up with a solution yet. Shout i have to convert dicom format first before giving it to genrator ?</p>",
          "rawMarkdown": "Thanks that is relevant to my problem. But i still haven't come up with a solution yet. Shout i have to convert dicom format first before giving it to genrator ?",
          "votes": 1
        },
        {
          "id": 1181936,
          "postDate": "2021-02-02T08:00:19.097Z",
          "content": "<p>PyDicom is separate library ; you can get more details by <a href=\"URL\" target=\"_blank\"></a><a href=\"https://medium.com/@taposhdr/medical-image-analysis-with-deep-learning-i-23d518abf531\" target=\"_blank\">https://medium.com/@taposhdr/medical-image-analysis-with-deep-learning-i-23d518abf531</a><br>\n - Shayad is link se koi help ho jaye ; I am not sure :) ya phir shayad conversion se kaam banay. Plus dosry logo ne jo pre-processing or augmentation ki hui hai unki notebooks check kerain. Thanks</p>",
          "rawMarkdown": "PyDicom is separate library ; you can get more details by [https://medium.com/@taposhdr/medical-image-analysis-with-deep-learning-i-23d518abf531\n](URL) - Shayad is link se koi help ho jaye ; I am not sure :) ya phir shayad conversion se kaam banay. Plus dosry logo ne jo pre-processing or augmentation ki hui hai unki notebooks check kerain. Thanks",
          "votes": 1
        }
      ]
    },
    {
      "id": 1176261,
      "postDate": "2021-01-29T14:56:33.253Z",
      "content": "<p>Welcome all members</p>",
      "rawMarkdown": "Welcome all members\n"
    }
  ],
  "comments": [
    {
      "id": 1198775,
      "author_name": "Adnan Zaidi",
      "author_url": "",
      "post_date": "2021-02-13T09:42:49.950000",
      "content": "<p>Good for review:  <a href=\"https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline\" target=\"_blank\">https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline</a>   </p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1196950,
      "author_name": "Dr.Bilal",
      "author_url": "",
      "post_date": "2021-02-11T19:39:52.780000",
      "content": "<p>Thanx Adnan Bhai, i will look in to that</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1196660,
      "author_name": "Adnan Zaidi",
      "author_url": "",
      "post_date": "2021-02-11T14:34:10.437000",
      "content": "<p>For New Users, must review it:: <a href=\"https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/\" target=\"_blank\">https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1181072,
      "author_name": "Adnan Zaidi",
      "author_url": "",
      "post_date": "2021-02-01T16:26:08.923000",
      "content": "<p>Depthwise Convolution as Suggested: <br>\n<a href=\"https://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec\" target=\"_blank\">https://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 1177847,
      "author_name": "Dr.Bilal",
      "author_url": "",
      "post_date": "2021-01-30T14:46:31.877000",
      "content": "<p>Asalam o alikum.<br>\nMai keras ka imagedatagenrator use ker raha hu<br>\nBut error resolve nahe ho raha mujhse<br>\nUnidentifiedImageError: cannot identify image file </p>",
      "votes": 0,
      "replies": [
        {
          "id": 1181080,
          "author_name": "Adnan Zaidi",
          "author_url": "",
          "post_date": "2021-02-01T16:29:19.173000",
          "content": "<p>Do not play with higher level augmentation in XRAY Images; you can only affine, flip or rotate. Check. Have you converted image formats like jpg or dicom? <br>\n<a href=\"https://stackoverflow.com/questions/64221240/dicom-files-not-recognized-by-keras-imagedatagenerator-in-tensorflow-2-3-1\" target=\"_blank\">https://stackoverflow.com/questions/64221240/dicom-files-not-recognized-by-keras-imagedatagenerator-in-tensorflow-2-3-1</a></p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1181109,
          "author_name": "Dr.Bilal",
          "author_url": "",
          "post_date": "2021-02-01T16:46:35.760000",
          "content": "<p>Thanks that is relevant to my problem. But i still haven't come up with a solution yet. Shout i have to convert dicom format first before giving it to genrator ?</p>",
          "votes": 1,
          "replies": []
        },
        {
          "id": 1181936,
          "author_name": "Adnan Zaidi",
          "author_url": "",
          "post_date": "2021-02-02T08:00:19.097000",
          "content": "<p>PyDicom is separate library ; you can get more details by <a href=\"URL\" target=\"_blank\"></a><a href=\"https://medium.com/@taposhdr/medical-image-analysis-with-deep-learning-i-23d518abf531\" target=\"_blank\">https://medium.com/@taposhdr/medical-image-analysis-with-deep-learning-i-23d518abf531</a><br>\n - Shayad is link se koi help ho jaye ; I am not sure :) ya phir shayad conversion se kaam banay. Plus dosry logo ne jo pre-processing or augmentation ki hui hai unki notebooks check kerain. Thanks</p>",
          "votes": 1,
          "replies": []
        }
      ]
    },
    {
      "id": 1176261,
      "author_name": "Adnan Zaidi",
      "author_url": "",
      "post_date": "2021-01-29T14:56:33.253000",
      "content": "<p>Welcome all members</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1176257": "This is a local group discussion for people joining from Pakistan. Please feel free to post all problems in Urdu/Roman/English. This will lead to your issues or others regarding Vingroup Data Set. \n",
    "1198775": "Good for review:  https://www.kaggle.com/corochann/vinbigdata-2-class-classifier-complete-pipeline   ",
    "1196950": "Thanx Adnan Bhai, i will look in to that",
    "1196660": "For New Users, must review it:: https://www.kaggle.com/homayoonkhadivi/medical-diagnosis-with-cnn-transfer-learning/",
    "1181072": "Depthwise Convolution as Suggested: \nhttps://medium.com/@zurister/depth-wise-convolution-and-depth-wise-separable-convolution-37346565d4ec",
    "1177847": "Asalam o alikum.\nMai keras ka imagedatagenrator use ker raha hu\nBut error resolve nahe ho raha mujhse\nUnidentifiedImageError: cannot identify image file <_io.BytesIO object at 0x7fc3835e9bf0>\n",
    "1176261": "Welcome all members\n"
  }
}