{
  "id": 291425,
  "title": "Mosaic Augmentation",
  "url": "/competitions/sartorius-cell-instance-segmentation/discussion/291425",
  "author_name": "",
  "post_date": "2021-11-29T06:53:53.402908800Z",
  "votes": 2,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi all,</p>\n<p>Mosaic augmentation is commonly used in YOLO family.<br>\nHowever, it is rarely used in two-stage detection/segmentation methods, e.g., Mask R-CNN.<br>\nAnyone has tested mosaic augmentation with some meaningful results. </p>",
  "messages": [
    {
      "id": "1599128",
      "postDate": "11/29/2021 06:53:53",
      "content": "<p>Hi all,</p>\n<p>Mosaic augmentation is commonly used in YOLO family.<br>\nHowever, it is rarely used in two-stage detection/segmentation methods, e.g., Mask R-CNN.<br>\nAnyone has tested mosaic augmentation with some meaningful results. </p>",
      "rawMarkdown": "Hi all,\n\nMosaic augmentation is commonly used in YOLO family.\nHowever, it is rarely used in two-stage detection/segmentation methods, e.g., Mask R-CNN.\nAnyone has tested mosaic augmentation with some meaningful results.",
      "votes": null
    },
    {
      "id": "1599176",
      "postDate": "11/29/2021 07:48:21",
      "content": "<p>Mosaic does not work to me</p>",
      "rawMarkdown": "Mosaic does not work to me",
      "votes": null
    },
    {
      "id": "1607956",
      "postDate": "12/06/2021 06:47:55",
      "content": "<p>I tried to use Mosaic and Mixup in Maskrcnn,but failed</p>",
      "rawMarkdown": "I tried to use Mosaic and Mixup in Maskrcnn,but failed",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1599176,
      "author_name": "ptran1203",
      "author_url": "",
      "post_date": "11/29/2021 07:48:21",
      "content": "<p>Mosaic does not work to me</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1607956,
      "author_name": "shinning2021",
      "author_url": "",
      "post_date": "12/06/2021 06:47:55",
      "content": "<p>I tried to use Mosaic and Mixup in Maskrcnn,but failed</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1599128": "Hi all,\n\nMosaic augmentation is commonly used in YOLO family.\nHowever, it is rarely used in two-stage detection/segmentation methods, e.g., Mask R-CNN.\nAnyone has tested mosaic augmentation with some meaningful results.",
    "1599176": "Mosaic does not work to me",
    "1607956": "I tried to use Mosaic and Mixup in Maskrcnn,but failed"
  },
  "source": "meta"
}