{
  "id": 166614,
  "title": "Problem regarding Hair Augmentation using Tensorflow",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/166614",
  "author_name": "Rohit Agarwal",
  "post_date": "2020-07-13T14:12:08.067000",
  "votes": 2,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I am using ImageDataGenerator and flow_from_dataframe for image augmentations and generating batches. I have seen many notebooks where Hair augmentation is performed. I want to try it too, but I am unable to generate it using ImageDataGenerator. Is there any way to do it?</p>",
  "messages": [
    {
      "id": 927622,
      "postDate": "2020-07-13T14:12:08.067Z",
      "content": "<p>I am using ImageDataGenerator and flow_from_dataframe for image augmentations and generating batches. I have seen many notebooks where Hair augmentation is performed. I want to try it too, but I am unable to generate it using ImageDataGenerator. Is there any way to do it?</p>",
      "rawMarkdown": "I am using ImageDataGenerator and flow_from_dataframe for image augmentations and generating batches. I have seen many notebooks where Hair augmentation is performed. I want to try it too, but I am unable to generate it using ImageDataGenerator. Is there any way to do it?",
      "votes": 2
    },
    {
      "id": 928156,
      "postDate": "2020-07-13T19:19:41.577Z",
      "content": "<p>Here is an example of how to do hair augmentation in TF:</p>\n\n<p><a href=\"https://www.kaggle.com/graf10a/siim-advanced-hair-augmentation-in-tensorflow\">SIIM: Advanced Hair Augmentation in TensorFlow</a></p>",
      "rawMarkdown": "Here is an example of how to do hair augmentation in TF:\n\n[SIIM: Advanced Hair Augmentation in TensorFlow](https://www.kaggle.com/graf10a/siim-advanced-hair-augmentation-in-tensorflow)"
    },
    {
      "id": 927646,
      "postDate": "2020-07-13T14:17:37.763Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true,
      "replies": [
        {
          "id": 927658,
          "postDate": "2020-07-13T14:21:17.443Z",
          "content": "<p>Ok, I will read about how to do it and try to implement it.\nThanks :)</p>",
          "rawMarkdown": "Ok, I will read about how to do it and try to implement it.\nThanks :)"
        }
      ]
    }
  ],
  "comments": [
    {
      "id": 928156,
      "author_name": "Alexey Pronin",
      "author_url": "",
      "post_date": "2020-07-13T19:19:41.577000",
      "content": "<p>Here is an example of how to do hair augmentation in TF:</p>\n\n<p><a href=\"https://www.kaggle.com/graf10a/siim-advanced-hair-augmentation-in-tensorflow\">SIIM: Advanced Hair Augmentation in TensorFlow</a></p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 927646,
      "author_name": "",
      "author_url": "",
      "post_date": "2020-07-13T14:17:37.763000",
      "content": "",
      "votes": 1,
      "replies": [
        {
          "id": 927658,
          "author_name": "Rohit Agarwal",
          "author_url": "",
          "post_date": "2020-07-13T14:21:17.443000",
          "content": "<p>Ok, I will read about how to do it and try to implement it.\nThanks :)</p>",
          "votes": 0,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "927622": "I am using ImageDataGenerator and flow_from_dataframe for image augmentations and generating batches. I have seen many notebooks where Hair augmentation is performed. I want to try it too, but I am unable to generate it using ImageDataGenerator. Is there any way to do it?",
    "928156": "Here is an example of how to do hair augmentation in TF:\n\n[SIIM: Advanced Hair Augmentation in TensorFlow](https://www.kaggle.com/graf10a/siim-advanced-hair-augmentation-in-tensorflow)",
    "927646": ""
  }
}