{
  "id": 615349,
  "title": "[Share Info] ID670276799 contains date on its image",
  "url": "/competitions/csiro-biomass/discussion/615349",
  "author_name": "",
  "post_date": "2025-11-10T08:18:29.360692200Z",
  "votes": 9,
  "comment_count": 1,
  "views": 0,
  "content": "<h1>Date on an image</h1>\n<p>As you can see below, <code>ID670276799</code> contains date information on its image with orange color.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10161408%2F51773de328aea6ae69a11c62b7b5402d%2Fdate_ID670276799.png?generation=1762760458184978&amp;alt=media\" alt=\"\"></p>\n<h1>Other images</h1>\n<p>Such cases could also appear in test data or train data (other than <code>ID670276799</code>), but I haven't investigated all train images yet.</p>\n<h1>Influence to learning and inference</h1>\n<p>The influence to training or testing is unknown, but at least we need to have robust models against these NOISE as the large number of pixels or character size would affect to test score.</p>",
  "messages": [
    {
      "id": "3314538",
      "postDate": "11/10/2025 08:18:29",
      "content": "<h1>Date on an image</h1>\n<p>As you can see below, <code>ID670276799</code> contains date information on its image with orange color.</p>\n<p><img src=\"https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10161408%2F51773de328aea6ae69a11c62b7b5402d%2Fdate_ID670276799.png?generation=1762760458184978&amp;alt=media\" alt=\"\"></p>\n<h1>Other images</h1>\n<p>Such cases could also appear in test data or train data (other than <code>ID670276799</code>), but I haven't investigated all train images yet.</p>\n<h1>Influence to learning and inference</h1>\n<p>The influence to training or testing is unknown, but at least we need to have robust models against these NOISE as the large number of pixels or character size would affect to test score.</p>",
      "rawMarkdown": "# Date on an image\nAs you can see below, `ID670276799` contains date information on its image with orange color.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10161408%2F51773de328aea6ae69a11c62b7b5402d%2Fdate_ID670276799.png?generation=1762760458184978&alt=media)\n\n# Other images\nSuch cases could also appear in test data or train data (other than `ID670276799`), but I haven't investigated all train images yet.\n\n# Influence to learning and inference\nThe influence to training or testing is unknown, but at least we need to have robust models against these NOISE as the large number of pixels or character size would affect to test score.",
      "votes": null
    },
    {
      "id": "3316891",
      "postDate": "11/10/2025 20:44:19",
      "content": "<p>There are also several images with some kind of cardboard/paper just on the bottom edge of the image. This could also result in data leakage.</p>",
      "rawMarkdown": "There are also several images with some kind of cardboard/paper just on the bottom edge of the image. This could also result in data leakage.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3316891,
      "author_name": "nnjjpp",
      "author_url": "",
      "post_date": "11/10/2025 20:44:19",
      "content": "<p>There are also several images with some kind of cardboard/paper just on the bottom edge of the image. This could also result in data leakage.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "3314538": "# Date on an image\nAs you can see below, `ID670276799` contains date information on its image with orange color.\n\n![](https://www.googleapis.com/download/storage/v1/b/kaggle-forum-message-attachments/o/inbox%2F10161408%2F51773de328aea6ae69a11c62b7b5402d%2Fdate_ID670276799.png?generation=1762760458184978&alt=media)\n\n# Other images\nSuch cases could also appear in test data or train data (other than `ID670276799`), but I haven't investigated all train images yet.\n\n# Influence to learning and inference\nThe influence to training or testing is unknown, but at least we need to have robust models against these NOISE as the large number of pixels or character size would affect to test score.",
    "3316891": "There are also several images with some kind of cardboard/paper just on the bottom edge of the image. This could also result in data leakage."
  },
  "source": "meta"
}