{
  "id": 173195,
  "title": "multiple input model using keras api",
  "url": "/competitions/siim-isic-melanoma-classification/discussion/173195",
  "author_name": "",
  "post_date": "2020-08-08T08:42:27.310058400Z",
  "votes": 1,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I am trying to build multiple input model, one input is images and the other is metadata in pandas dataframe format. I tried to use Keras ImageDataGenerator for image input but I think it is not allowed to take input from ImageDataGenerator and dataframe inside model.fit_generator. Is there any possible way that I can do it?</p>",
  "messages": [
    {
      "id": "962564",
      "postDate": "08/08/2020 08:42:27",
      "content": "<p>I am trying to build multiple input model, one input is images and the other is metadata in pandas dataframe format. I tried to use Keras ImageDataGenerator for image input but I think it is not allowed to take input from ImageDataGenerator and dataframe inside model.fit_generator. Is there any possible way that I can do it?</p>",
      "rawMarkdown": "I am trying to build multiple input model, one input is images and the other is metadata in pandas dataframe format. I tried to use Keras ImageDataGenerator for image input but I think it is not allowed to take input from ImageDataGenerator and dataframe inside model.fit_generator. Is there any possible way that I can do it?",
      "votes": null
    },
    {
      "id": "962839",
      "postDate": "08/08/2020 13:26:00",
      "content": "<p>You will need to create a custom data generator for this, and you don't need fit_generator anymore (it's deprecated or it is going to be deprecated very soon), you can use fit also for generators.</p>",
      "rawMarkdown": "You will need to create a custom data generator for this, and you don't need fit\\_generator anymore (it's deprecated or it is going to be deprecated very soon), you can use fit also for generators.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 962839,
      "author_name": "pranavkasela",
      "author_url": "",
      "post_date": "08/08/2020 13:26:00",
      "content": "<p>You will need to create a custom data generator for this, and you don't need fit_generator anymore (it's deprecated or it is going to be deprecated very soon), you can use fit also for generators.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "962564": "I am trying to build multiple input model, one input is images and the other is metadata in pandas dataframe format. I tried to use Keras ImageDataGenerator for image input but I think it is not allowed to take input from ImageDataGenerator and dataframe inside model.fit_generator. Is there any possible way that I can do it?",
    "962839": "You will need to create a custom data generator for this, and you don't need fit\\_generator anymore (it's deprecated or it is going to be deprecated very soon), you can use fit also for generators."
  },
  "source": "meta"
}