{
  "id": 304536,
  "title": "Was Train Dataset applied Augmentations?",
  "url": "/competitions/happy-whale-and-dolphin/discussion/304536",
  "author_name": "",
  "post_date": "2022-02-01T18:42:46.669700500Z",
  "votes": 15,
  "comment_count": 2,
  "views": 0,
  "content": "<p>During Exploratory Data Analysis, I stumbled on these couple of photos, which seem like they were augmented, is that true, organizers?</p>\n<p><img src=\"https://i.ibb.co/xJY7x2f/Screenshot-29.png\" alt=\"Screenshot-29\"></p>",
  "messages": [
    {
      "id": "1671822",
      "postDate": "02/01/2022 18:42:46",
      "content": "<p>During Exploratory Data Analysis, I stumbled on these couple of photos, which seem like they were augmented, is that true, organizers?</p>\n<p><img src=\"https://i.ibb.co/xJY7x2f/Screenshot-29.png\" alt=\"Screenshot-29\"></p>",
      "rawMarkdown": "During Exploratory Data Analysis, I stumbled on these couple of photos, which seem like they were augmented, is that true, organizers?\n\n<img src=\"https://i.ibb.co/xJY7x2f/Screenshot-29.png\" alt=\"Screenshot-29\" border=\"0\">",
      "votes": null
    },
    {
      "id": "1671846",
      "postDate": "02/01/2022 18:49:59",
      "content": "<p>some images are cropped, some are not. In these cases the images are cropped tightly but I do not see any augmentation</p>",
      "rawMarkdown": "some images are cropped, some are not. In these cases the images are cropped tightly but I do not see any augmentation",
      "votes": null
    },
    {
      "id": "1672165",
      "postDate": "02/01/2022 22:07:10",
      "content": "<p>Further to that comment, these images have been cropped and rotated -- which likely will be necessary for many of the images in the competition dataset -- so yes augmented in that regard!</p>",
      "rawMarkdown": "Further to that comment, these images have been cropped and rotated -- which likely will be necessary for many of the images in the competition dataset -- so yes augmented in that regard!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1671846,
      "author_name": "tedcheese",
      "author_url": "",
      "post_date": "02/01/2022 18:49:59",
      "content": "<p>some images are cropped, some are not. In these cases the images are cropped tightly but I do not see any augmentation</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1672165,
      "author_name": "tedcheese",
      "author_url": "",
      "post_date": "02/01/2022 22:07:10",
      "content": "<p>Further to that comment, these images have been cropped and rotated -- which likely will be necessary for many of the images in the competition dataset -- so yes augmented in that regard!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1671822": "During Exploratory Data Analysis, I stumbled on these couple of photos, which seem like they were augmented, is that true, organizers?\n\n<img src=\"https://i.ibb.co/xJY7x2f/Screenshot-29.png\" alt=\"Screenshot-29\" border=\"0\">",
    "1671846": "some images are cropped, some are not. In these cases the images are cropped tightly but I do not see any augmentation",
    "1672165": "Further to that comment, these images have been cropped and rotated -- which likely will be necessary for many of the images in the competition dataset -- so yes augmented in that regard!"
  },
  "source": "meta"
}