{
  "id": 674916,
  "title": "[LB 41.34584] solution",
  "url": "/competitions/automatic-lens-correction/discussion/674916",
  "author_name": "Sangram Patil",
  "post_date": "2026-02-22T19:17:48.479000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Full write-up took time — sorry about that.</p>\n<p>Unfortunately, I didn’t have enough time to train the full model. In the last 4 hours, I made 4 submissions using only 2 training epochs. If you guys have time to train for at least 5 epochs, I guess you could reach the top spot.</p>\n<p>Better luck next time!</p>\n<p>GitHub code link: <a href=\"https://github.com/sngraam/Automatic-Lens-Correction/blob/master/model.py\" target=\"_blank\">Link</a></p>\n<p>Thank you to the host for organizing this exciting competition. Thanks!</p>",
  "messages": [
    {
      "id": 3409388,
      "postDate": "2026-02-22T19:17:48.480Z",
      "content": "<p>Full write-up took time — sorry about that.</p>\n<p>Unfortunately, I didn’t have enough time to train the full model. In the last 4 hours, I made 4 submissions using only 2 training epochs. If you guys have time to train for at least 5 epochs, I guess you could reach the top spot.</p>\n<p>Better luck next time!</p>\n<p>GitHub code link: <a href=\"https://github.com/sngraam/Automatic-Lens-Correction/blob/master/model.py\" target=\"_blank\">Link</a></p>\n<p>Thank you to the host for organizing this exciting competition. Thanks!</p>",
      "rawMarkdown": "Full write-up took time — sorry about that.\n\nUnfortunately, I didn’t have enough time to train the full model. In the last 4 hours, I made 4 submissions using only 2 training epochs. If you guys have time to train for at least 5 epochs, I guess you could reach the top spot.\n\nBetter luck next time!\n\nGitHub code link: [Link](https://github.com/sngraam/Automatic-Lens-Correction/blob/master/model.py)\n\nThank you to the host for organizing this exciting competition. Thanks!",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3409388": "Full write-up took time — sorry about that.\n\nUnfortunately, I didn’t have enough time to train the full model. In the last 4 hours, I made 4 submissions using only 2 training epochs. If you guys have time to train for at least 5 epochs, I guess you could reach the top spot.\n\nBetter luck next time!\n\nGitHub code link: [Link](https://github.com/sngraam/Automatic-Lens-Correction/blob/master/model.py)\n\nThank you to the host for organizing this exciting competition. Thanks!"
  }
}