{
  "id": 167066,
  "title": "How to use FixEfficientNet??",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/167066",
  "author_name": "",
  "post_date": "2020-07-15T05:10:28.191752100Z",
  "votes": 7,
  "comment_count": 4,
  "views": 0,
  "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4606879%2Faae4194fc1470cc8dad3712556c3121e%2Fkaggle%20change.png?generation=1594789937307452&amp;alt=media\" alt=\"\"></p>\n\n<p>FixEfficientnet recently released in 2020, how we can use it in this competition?</p>",
  "messages": [
    {
      "id": "929939",
      "postDate": "07/15/2020 05:10:28",
      "content": "<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4606879%2Faae4194fc1470cc8dad3712556c3121e%2Fkaggle%20change.png?generation=1594789937307452&amp;alt=media\" alt=\"\"></p>\n\n<p>FixEfficientnet recently released in 2020, how we can use it in this competition?</p>",
      "rawMarkdown": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4606879%2Faae4194fc1470cc8dad3712556c3121e%2Fkaggle%20change.png?generation=1594789937307452&amp;alt=media)\n\n\nFixEfficientnet recently released in 2020, how we can use it in this competition?",
      "votes": null
    },
    {
      "id": "930271",
      "postDate": "07/15/2020 10:12:13",
      "content": "<p>PyTorch code is already available at Github <a href=\"https://github.com/facebookresearch/FixRes\">FixRes project</a></p>\n\n<p>You can use FixEfficientNet-B4 model (512x512) directly with corresponding <a href=\"https://www.kaggle.com/cdeotte/melanoma-512x512\">Chris's Triple Stratified Leak-Free KFold CV 512x512 TFRecords</a></p>",
      "rawMarkdown": "PyTorch code is already available at Github [FixRes project](https://github.com/facebookresearch/FixRes)\n\nYou can use FixEfficientNet-B4 model (512x512) directly with corresponding [Chris's Triple Stratified Leak-Free KFold CV 512x512 TFRecords](https://www.kaggle.com/cdeotte/melanoma-512x512)",
      "votes": null
    },
    {
      "id": "930285",
      "postDate": "07/15/2020 10:30:22",
      "content": "<p>thank you!</p>",
      "rawMarkdown": "thank you!",
      "votes": null
    },
    {
      "id": "930375",
      "postDate": "07/15/2020 12:14:48",
      "content": "<p>give any suggestion about the TensorFlow code, for the same model!!</p>",
      "rawMarkdown": "give any suggestion about the TensorFlow code, for the same model!!",
      "votes": null
    },
    {
      "id": "930383",
      "postDate": "07/15/2020 12:22:57",
      "content": "<p>See <a href=\"https://medium.com/&lt;a href=\">@santhoshkolloju</a>/convert-your-pytorch-models-to-tensorflow-with-onnx-84c3bdd8d722\"&gt;Convert Your Pytorch Models to Tensorflow (With ONNX)</p>",
      "rawMarkdown": "See [Convert Your Pytorch Models to Tensorflow (With ONNX)](https://medium.com/@santhoshkolloju/convert-your-pytorch-models-to-tensorflow-with-onnx-84c3bdd8d722)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 930271,
      "author_name": "sirishks",
      "author_url": "",
      "post_date": "07/15/2020 10:12:13",
      "content": "<p>PyTorch code is already available at Github <a href=\"https://github.com/facebookresearch/FixRes\">FixRes project</a></p>\n\n<p>You can use FixEfficientNet-B4 model (512x512) directly with corresponding <a href=\"https://www.kaggle.com/cdeotte/melanoma-512x512\">Chris's Triple Stratified Leak-Free KFold CV 512x512 TFRecords</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 930285,
          "author_name": "shivam17818",
          "author_url": "",
          "post_date": "07/15/2020 10:30:22",
          "content": "<p>thank you!</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 930375,
          "author_name": "shivam17818",
          "author_url": "",
          "post_date": "07/15/2020 12:14:48",
          "content": "<p>give any suggestion about the TensorFlow code, for the same model!!</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 930383,
          "author_name": "sirishks",
          "author_url": "",
          "post_date": "07/15/2020 12:22:57",
          "content": "<p>See <a href=\"https://medium.com/&lt;a href=\">@santhoshkolloju</a>/convert-your-pytorch-models-to-tensorflow-with-onnx-84c3bdd8d722\"&gt;Convert Your Pytorch Models to Tensorflow (With ONNX)</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "929939": "![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F4606879%2Faae4194fc1470cc8dad3712556c3121e%2Fkaggle%20change.png?generation=1594789937307452&amp;alt=media)\n\n\nFixEfficientnet recently released in 2020, how we can use it in this competition?",
    "930271": "PyTorch code is already available at Github [FixRes project](https://github.com/facebookresearch/FixRes)\n\nYou can use FixEfficientNet-B4 model (512x512) directly with corresponding [Chris's Triple Stratified Leak-Free KFold CV 512x512 TFRecords](https://www.kaggle.com/cdeotte/melanoma-512x512)",
    "930285": "thank you!",
    "930375": "give any suggestion about the TensorFlow code, for the same model!!",
    "930383": "See [Convert Your Pytorch Models to Tensorflow (With ONNX)](https://medium.com/@santhoshkolloju/convert-your-pytorch-models-to-tensorflow-with-onnx-84c3bdd8d722)"
  },
  "source": "meta"
}