{
  "id": 177818,
  "title": "Cutmix in Tensorflow 2.x",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/177818",
  "author_name": "Marksk",
  "post_date": "2020-08-27T13:02:24.846000",
  "votes": 1,
  "comment_count": 0,
  "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": 987699,
      "postDate": "2020-08-27T13:02:24.847Z",
      "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
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "987699": "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"
  }
}