{
  "id": 306412,
  "title": "Has ever anyone tried this one? cropped cots",
  "url": "/competitions/tensorflow-great-barrier-reef/discussion/306412",
  "author_name": "",
  "post_date": "2022-02-09T10:32:40.971386500Z",
  "votes": 1,
  "comment_count": 4,
  "views": 0,
  "content": "<p><a href=\"https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset\" target=\"_blank\">https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset</a></p>\n<p>I heard that it helps somewhat but I have no plan to try this one.. since the lack of time..</p>",
  "messages": [
    {
      "id": "1682678",
      "postDate": "02/09/2022 10:32:40",
      "content": "<p><a href=\"https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset\" target=\"_blank\">https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset</a></p>\n<p>I heard that it helps somewhat but I have no plan to try this one.. since the lack of time..</p>",
      "rawMarkdown": "https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset\n\nI heard that it helps somewhat but I have no plan to try this one.. since the lack of time..",
      "votes": null
    },
    {
      "id": "1682805",
      "postDate": "02/09/2022 11:46:18",
      "content": "<p>How do you plan to use it? Like placing random crops of cots in images?</p>",
      "rawMarkdown": "How do you plan to use it? Like placing random crops of cots in images?",
      "votes": null
    },
    {
      "id": "1682817",
      "postDate": "02/09/2022 11:53:26",
      "content": "<p>That seems promising</p>",
      "rawMarkdown": "That seems promising",
      "votes": null
    },
    {
      "id": "1689425",
      "postDate": "02/14/2022 08:11:52",
      "content": "<p>Maybe this sounds silly, I am very new to image/video processing, however I trained a binary classifier using the dataset and used it as extra validation layer ! no improvements over LB so far, but I will give it a shot in private board. I will update if it helped! </p>",
      "rawMarkdown": "Maybe this sounds silly, I am very new to image/video processing, however I trained a binary classifier using the dataset and used it as extra validation layer ! no improvements over LB so far, but I will give it a shot in private board. I will update if it helped!",
      "votes": null
    },
    {
      "id": "1689451",
      "postDate": "02/14/2022 08:39:16",
      "content": "<p>Yes … in early December …. We cropped starfishes and pasted (augumented) on …. unannotated video images. Unfortunately we have not score better - maybe we did something wrong. We will see it in few days when TOP teams show winning solutions. </p>",
      "rawMarkdown": "Yes ... in early December .... We cropped starfishes and pasted (augumented) on .... unannotated video images. Unfortunately we have not score better - maybe we did something wrong. We will see it in few days when TOP teams show winning solutions.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1682805,
      "author_name": "dragonpg2000",
      "author_url": "",
      "post_date": "02/09/2022 11:46:18",
      "content": "<p>How do you plan to use it? Like placing random crops of cots in images?</p>",
      "votes": null,
      "replies": [
        {
          "id": 1682817,
          "author_name": "deepkim",
          "author_url": "",
          "post_date": "02/09/2022 11:53:26",
          "content": "<p>That seems promising</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 1689425,
      "author_name": "asalhi",
      "author_url": "",
      "post_date": "02/14/2022 08:11:52",
      "content": "<p>Maybe this sounds silly, I am very new to image/video processing, however I trained a binary classifier using the dataset and used it as extra validation layer ! no improvements over LB so far, but I will give it a shot in private board. I will update if it helped! </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1689451,
      "author_name": "remekkinas",
      "author_url": "",
      "post_date": "02/14/2022 08:39:16",
      "content": "<p>Yes … in early December …. We cropped starfishes and pasted (augumented) on …. unannotated video images. Unfortunately we have not score better - maybe we did something wrong. We will see it in few days when TOP teams show winning solutions. </p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1682678": "https://www.kaggle.com/alexteboul/binary-cropped-crown-of-thorns-dataset\n\nI heard that it helps somewhat but I have no plan to try this one.. since the lack of time..",
    "1682805": "How do you plan to use it? Like placing random crops of cots in images?",
    "1682817": "That seems promising",
    "1689425": "Maybe this sounds silly, I am very new to image/video processing, however I trained a binary classifier using the dataset and used it as extra validation layer ! no improvements over LB so far, but I will give it a shot in private board. I will update if it helped!",
    "1689451": "Yes ... in early December .... We cropped starfishes and pasted (augumented) on .... unannotated video images. Unfortunately we have not score better - maybe we did something wrong. We will see it in few days when TOP teams show winning solutions."
  },
  "source": "meta"
}