{
  "id": 178000,
  "title": "Cutmix in Tensorflow",
  "url": "/competitions/osic-pulmonary-fibrosis-progression/discussion/178000",
  "author_name": "",
  "post_date": "2020-08-28T07:48:52.000459600Z",
  "votes": 2,
  "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": "988688",
      "postDate": "08/28/2020 07:48:52",
      "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": null
    },
    {
      "id": "988692",
      "postDate": "08/28/2020 07:54:51",
      "content": "<p>cutmix is most popular image augmentation for classification task nowadays on kaggle.<br>\nThanks for sharing  </p>",
      "rawMarkdown": "cutmix is most popular image augmentation for classification task nowadays on kaggle.\nThanks for sharing",
      "votes": null
    },
    {
      "id": "995141",
      "postDate": "09/02/2020 07:35:53",
      "content": "<p>My pleasure! :)</p>",
      "rawMarkdown": "My pleasure! :)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 988692,
      "author_name": "ravi02516",
      "author_url": "",
      "post_date": "08/28/2020 07:54:51",
      "content": "<p>cutmix is most popular image augmentation for classification task nowadays on kaggle.<br>\nThanks for sharing  </p>",
      "votes": null,
      "replies": [
        {
          "id": 995141,
          "author_name": "mark82",
          "author_url": "",
          "post_date": "09/02/2020 07:35:53",
          "content": "<p>My pleasure! :)</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "988688": "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",
    "988692": "cutmix is most popular image augmentation for classification task nowadays on kaggle.\nThanks for sharing",
    "995141": "My pleasure! :)"
  },
  "source": "meta"
}