{
  "id": 449075,
  "title": "How to handle the repeating images or is it a hoax?",
  "url": "/competitions/UBC-OCEAN/discussion/449075",
  "author_name": "dhinesh",
  "post_date": "2023-10-23T02:12:30.742000",
  "votes": -2,
  "comment_count": 1,
  "views": 0,
  "content": "<p>I randomly plotted a few images. I noticed that a few images have repeating slices. Is there a way to mitigate this issue? Will this influence the model's performance?<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F974889%2Ff1c47c3cbd40171637c84533a35dc2f5%2Fdownload-2.png?generation=1698027148804770&amp;alt=media\" alt=\"\"></p>",
  "messages": [
    {
      "id": 2493934,
      "postDate": "2023-10-23T16:36:47.030Z",
      "content": "<p><a href=\"https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524\" target=\"_blank\">https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524</a></p>",
      "rawMarkdown": "https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524",
      "votes": 2
    },
    {
      "id": 2492885,
      "postDate": "2023-10-23T02:12:30.743Z",
      "content": "<p>I randomly plotted a few images. I noticed that a few images have repeating slices. Is there a way to mitigate this issue? Will this influence the model's performance?<img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F974889%2Ff1c47c3cbd40171637c84533a35dc2f5%2Fdownload-2.png?generation=1698027148804770&amp;alt=media\" alt=\"\"></p>",
      "rawMarkdown": "I randomly plotted a few images. I noticed that a few images have repeating slices. Is there a way to mitigate this issue? Will this influence the model's performance?![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F974889%2Ff1c47c3cbd40171637c84533a35dc2f5%2Fdownload-2.png?generation=1698027148804770&alt=media)",
      "votes": -2
    }
  ],
  "comments": [
    {
      "id": 2493934,
      "author_name": "Sohier Dane",
      "author_url": "",
      "post_date": "2023-10-23T16:36:47.030000",
      "content": "<p><a href=\"https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524\" target=\"_blank\">https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524</a></p>",
      "votes": 2,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2493934": "https://www.kaggle.com/competitions/UBC-OCEAN/discussion/448354#2489524",
    "2492885": "I randomly plotted a few images. I noticed that a few images have repeating slices. Is there a way to mitigate this issue? Will this influence the model's performance?![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F974889%2Ff1c47c3cbd40171637c84533a35dc2f5%2Fdownload-2.png?generation=1698027148804770&alt=media)"
  }
}