{
  "id": 182088,
  "title": "Cutmix in Tensorflow 2.x",
  "url": "/competitions/rsna-str-pulmonary-embolism-detection/discussion/182088",
  "author_name": "Marksk",
  "post_date": "2020-09-11T08:32:39.258000",
  "votes": 1,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi,</p>\n<p>There are some Cutmix implementations in Tensorflow on Kaggle but most of them were implemented not fully following the original paper (and the original Pytorch code). So I implemented Cutmix in Tensorflow 2.x and my work was recognized by the paper author as a third-party implementation. I think this technique looks very promising for classification tasks. Please visit my github code for details.</p>\n<p>My Tensorflow code:<br>\n<a href=\"https://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix\" target=\"_blank\">https://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix</a></p>\n<p>Original Pytorch code:<br>\n<a href=\"https://github.com/clovaai/CutMix-PyTorch\" target=\"_blank\">https://github.com/clovaai/CutMix-PyTorch</a></p>",
  "messages": [
    {
      "id": 1009132,
      "postDate": "2020-09-13T17:09:40.917Z",
      "content": "<p>Thanks, <a href=\"https://www.kaggle.com/mark82\" target=\"_blank\">@mark82</a> for sharing your code!!! <br>\nI forked your code and hopefully will use it in my new project.  </p>",
      "rawMarkdown": "Thanks, @mark82 for sharing your code!!! \nI forked your code and hopefully will use it in my new project.  ",
      "votes": 1
    },
    {
      "id": 1006419,
      "postDate": "2020-09-11T08:32:39.260Z",
      "content": "<p>Hi,</p>\n<p>There are some Cutmix implementations in Tensorflow on Kaggle but most of them were implemented not fully following the original paper (and the original Pytorch code). So I implemented Cutmix in Tensorflow 2.x and my work was recognized by the paper author as a third-party implementation. I think this technique looks very promising for classification tasks. Please visit my github code for details.</p>\n<p>My Tensorflow code:<br>\n<a href=\"https://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix\" target=\"_blank\">https://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix</a></p>\n<p>Original Pytorch code:<br>\n<a href=\"https://github.com/clovaai/CutMix-PyTorch\" target=\"_blank\">https://github.com/clovaai/CutMix-PyTorch</a></p>",
      "rawMarkdown": "Hi,\n\nThere are some Cutmix implementations in Tensorflow on Kaggle but most of them were implemented not fully following the original paper (and the original Pytorch code). So I implemented Cutmix in Tensorflow 2.x and my work was recognized by the paper author as a third-party implementation. I think this technique looks very promising for classification tasks. Please visit my github code for details.\n\nMy Tensorflow code:\nhttps://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix\n\nOriginal Pytorch code:\nhttps://github.com/clovaai/CutMix-PyTorch",
      "votes": 1
    },
    {
      "id": 1007869,
      "postDate": "2020-09-12T15:39:11.403Z",
      "content": "<p>I visited your code, thanks for sharing!</p>",
      "rawMarkdown": "I visited your code, thanks for sharing!"
    }
  ],
  "comments": [
    {
      "id": 1009132,
      "author_name": "Redwan Sony",
      "author_url": "",
      "post_date": "2020-09-13T17:09:40.917000",
      "content": "<p>Thanks, <a href=\"https://www.kaggle.com/mark82\" target=\"_blank\">@mark82</a> for sharing your code!!! <br>\nI forked your code and hopefully will use it in my new project.  </p>",
      "votes": 1,
      "replies": []
    },
    {
      "id": 1007869,
      "author_name": "Brandon Nova",
      "author_url": "",
      "post_date": "2020-09-12T15:39:11.403000",
      "content": "<p>I visited your code, thanks for sharing!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1009132": "Thanks, @mark82 for sharing your code!!! \nI forked your code and hopefully will use it in my new project.  ",
    "1006419": "Hi,\n\nThere are some Cutmix implementations in Tensorflow on Kaggle but most of them were implemented not fully following the original paper (and the original Pytorch code). So I implemented Cutmix in Tensorflow 2.x and my work was recognized by the paper author as a third-party implementation. I think this technique looks very promising for classification tasks. Please visit my github code for details.\n\nMy Tensorflow code:\nhttps://github.com/jis478/Tensorflow/tree/master/TF2.0/Cutmix\n\nOriginal Pytorch code:\nhttps://github.com/clovaai/CutMix-PyTorch",
    "1007869": "I visited your code, thanks for sharing!"
  }
}