{
  "id": 169744,
  "title": "Is Mixup improving your results?",
  "url": "/competitions/global-wheat-detection/discussion/169744",
  "author_name": "",
  "post_date": "2020-07-25T05:16:44.131737300Z",
  "votes": null,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Hi, \nJust wondering if you have applied mixup and find that it's helped.  My results get worse when mixup is used.  </p>\n\n<p>I am mixing things during training.  So, for example, after drawing a batch of 4 images: [0, 1, 2, 3], I shift everything by one index, to [1, 2, 3, 0], then pair the images up: [(0, 1), (1, 2), (2, 3), (3, 0)].  This is repeated for every batch.  </p>",
  "messages": [
    {
      "id": "944412",
      "postDate": "07/25/2020 05:16:44",
      "content": "<p>Hi, \nJust wondering if you have applied mixup and find that it's helped.  My results get worse when mixup is used.  </p>\n\n<p>I am mixing things during training.  So, for example, after drawing a batch of 4 images: [0, 1, 2, 3], I shift everything by one index, to [1, 2, 3, 0], then pair the images up: [(0, 1), (1, 2), (2, 3), (3, 0)].  This is repeated for every batch.  </p>",
      "rawMarkdown": "Hi, \nJust wondering if you have applied mixup and find that it's helped.  My results get worse when mixup is used.  \n\nI am mixing things during training.  So, for example, after drawing a batch of 4 images: [0, 1, 2, 3], I shift everything by one index, to [1, 2, 3, 0], then pair the images up: [(0, 1), (1, 2), (2, 3), (3, 0)].  This is repeated for every batch.",
      "votes": null
    },
    {
      "id": "945643",
      "postDate": "07/26/2020 03:46:42",
      "content": "<p>Same mixup didnt gave me better results</p>",
      "rawMarkdown": "Same mixup didnt gave me better results",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 945643,
      "author_name": "rifat963",
      "author_url": "",
      "post_date": "07/26/2020 03:46:42",
      "content": "<p>Same mixup didnt gave me better results</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "944412": "Hi, \nJust wondering if you have applied mixup and find that it's helped.  My results get worse when mixup is used.  \n\nI am mixing things during training.  So, for example, after drawing a batch of 4 images: [0, 1, 2, 3], I shift everything by one index, to [1, 2, 3, 0], then pair the images up: [(0, 1), (1, 2), (2, 3), (3, 0)].  This is repeated for every batch.",
    "945643": "Same mixup didnt gave me better results"
  },
  "source": "meta"
}