{
  "id": 297141,
  "title": "Does Copy paste augmentation work effectively?",
  "url": "/competitions/sartorius-cell-instance-segmentation/discussion/297141",
  "author_name": "",
  "post_date": "2021-12-25T14:13:14.277911100Z",
  "votes": 5,
  "comment_count": 3,
  "views": 0,
  "content": "<p>Copy-Paste Augmentation for detectron2 (<a href=\"https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation\" target=\"_blank\">https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation</a>) is impressive.</p>\n<p>However, in my case, it does not work effectively. (LB：0.174)<br>\nAre there any of you who worked effectively?</p>",
  "messages": [
    {
      "id": "1628984",
      "postDate": "12/25/2021 14:13:14",
      "content": "<p>Copy-Paste Augmentation for detectron2 (<a href=\"https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation\" target=\"_blank\">https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation</a>) is impressive.</p>\n<p>However, in my case, it does not work effectively. (LB：0.174)<br>\nAre there any of you who worked effectively?</p>",
      "rawMarkdown": "Copy-Paste Augmentation for detectron2 (https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation) is impressive.\n\nHowever, in my case, it does not work effectively. (LB：0.174)\nAre there any of you who worked effectively?",
      "votes": null
    },
    {
      "id": "1630559",
      "postDate": "12/27/2021 12:48:20",
      "content": "<p>In our work，the sample_copy_paste augmentation didn't work effectively. we trained model with the datasets (astro, cort, shsy5y) or the datasets(single cell). all models were not good to improve the score.  </p>",
      "rawMarkdown": "In our work，the sample_copy_paste augmentation didn't work effectively. we trained model with the datasets (astro, cort, shsy5y) or the datasets(single cell). all models were not good to improve the score.",
      "votes": null
    },
    {
      "id": "1630591",
      "postDate": "12/27/2021 13:29:48",
      "content": "<p>in our work it doesn't work</p>",
      "rawMarkdown": "in our work it doesn't work",
      "votes": null
    },
    {
      "id": "1633542",
      "postDate": "12/30/2021 21:58:12",
      "content": "<p>In our case too, it didn't work. We got 0.194.</p>",
      "rawMarkdown": "In our case too, it didn't work. We got 0.194.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1630559,
      "author_name": "shenjinhuang",
      "author_url": "",
      "post_date": "12/27/2021 12:48:20",
      "content": "<p>In our work，the sample_copy_paste augmentation didn't work effectively. we trained model with the datasets (astro, cort, shsy5y) or the datasets(single cell). all models were not good to improve the score.  </p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1630591,
      "author_name": "shinning2021",
      "author_url": "",
      "post_date": "12/27/2021 13:29:48",
      "content": "<p>in our work it doesn't work</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1633542,
      "author_name": "rohitmalhotra0709",
      "author_url": "",
      "post_date": "12/30/2021 21:58:12",
      "content": "<p>In our case too, it didn't work. We got 0.194.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1628984": "Copy-Paste Augmentation for detectron2 (https://www.kaggle.com/slavkoprytula/detectron2-copy-paste-augmentation) is impressive.\n\nHowever, in my case, it does not work effectively. (LB：0.174)\nAre there any of you who worked effectively?",
    "1630559": "In our work，the sample_copy_paste augmentation didn't work effectively. we trained model with the datasets (astro, cort, shsy5y) or the datasets(single cell). all models were not good to improve the score.",
    "1630591": "in our work it doesn't work",
    "1633542": "In our case too, it didn't work. We got 0.194."
  },
  "source": "meta"
}