{
  "id": 239867,
  "title": "Question About Labels",
  "url": "/competitions/plant-pathology-2021-fgvc8/discussion/239867",
  "author_name": "",
  "post_date": "2021-05-17T22:21:57.668630700Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>i do have a question.<br>\nThere exists other combination of categories than in train.csv.<br>\nWe need to predict those as well or just unique labels from train.csv?</p>",
  "messages": [
    {
      "id": "1312190",
      "postDate": "05/17/2021 22:21:57",
      "content": "<p>i do have a question.<br>\nThere exists other combination of categories than in train.csv.<br>\nWe need to predict those as well or just unique labels from train.csv?</p>",
      "rawMarkdown": "i do have a question.\nThere exists other combination of categories than in train.csv.\nWe need to predict those as well or just unique labels from train.csv?",
      "votes": null
    },
    {
      "id": "1312594",
      "postDate": "05/18/2021 06:18:32",
      "content": "<p>I believe the competition is a multi-label image classification task because labels in train.csv are space-separated which we can be used to convert to one-hot vectors and feed to the model which uses num_classes sigmoid nodes at the output.</p>",
      "rawMarkdown": "I believe the competition is a multi-label image classification task because labels in train.csv are space-separated which we can be used to convert to one-hot vectors and feed to the model which uses num_classes sigmoid nodes at the output.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1312594,
      "author_name": "ashish2001",
      "author_url": "",
      "post_date": "05/18/2021 06:18:32",
      "content": "<p>I believe the competition is a multi-label image classification task because labels in train.csv are space-separated which we can be used to convert to one-hot vectors and feed to the model which uses num_classes sigmoid nodes at the output.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1312190": "i do have a question.\nThere exists other combination of categories than in train.csv.\nWe need to predict those as well or just unique labels from train.csv?",
    "1312594": "I believe the competition is a multi-label image classification task because labels in train.csv are space-separated which we can be used to convert to one-hot vectors and feed to the model which uses num_classes sigmoid nodes at the output."
  },
  "source": "meta"
}