{
  "id": 91650,
  "title": "Library for FCN-based semantic segmentation",
  "url": "/competitions/imaterialist-fashion-2019-FGVC6/discussion/91650",
  "author_name": "",
  "post_date": "2019-05-07T14:24:30.278799100Z",
  "votes": 4,
  "comment_count": 3,
  "views": 0,
  "content": "<p>I have found a library for FCN-based semantic segmentation. It is a pretty neat library with implementation for FCN, UNet, Segnet and PSPNet. Hope this will provide an alternative to region-based approach such as Masked-RCNN.</p>\n\n<p><a href=\"https://github.com/divamgupta/image-segmentation-keras\">https://github.com/divamgupta/image-segmentation-keras</a></p>",
  "messages": [
    {
      "id": "528338",
      "postDate": "05/07/2019 14:24:30",
      "content": "<p>I have found a library for FCN-based semantic segmentation. It is a pretty neat library with implementation for FCN, UNet, Segnet and PSPNet. Hope this will provide an alternative to region-based approach such as Masked-RCNN.</p>\n\n<p><a href=\"https://github.com/divamgupta/image-segmentation-keras\">https://github.com/divamgupta/image-segmentation-keras</a></p>",
      "rawMarkdown": "I have found a library for FCN-based semantic segmentation. It is a pretty neat library with implementation for FCN, UNet, Segnet and PSPNet. Hope this will provide an alternative to region-based approach such as Masked-RCNN.\n\n[https://github.com/divamgupta/image-segmentation-keras](https://github.com/divamgupta/image-segmentation-keras)",
      "votes": null
    },
    {
      "id": "528757",
      "postDate": "05/08/2019 14:03:35",
      "content": "<p>Hopefully this helps: <a href=\"https://github.com/petrochenko-pavel-a/segmentation_training_pipeline\">https://github.com/petrochenko-pavel-a/segmentation_training_pipeline</a></p>",
      "rawMarkdown": "Hopefully this helps: https://github.com/petrochenko-pavel-a/segmentation_training_pipeline",
      "votes": null
    },
    {
      "id": "528766",
      "postDate": "05/08/2019 14:19:32",
      "content": "<p>It looks really beautiful. Gonna give it a try soon</p>",
      "rawMarkdown": "It looks really beautiful. Gonna give it a try soon",
      "votes": null
    },
    {
      "id": "529505",
      "postDate": "05/10/2019 04:13:42",
      "content": "<p>many thanks Pavel! :-)</p>",
      "rawMarkdown": "many thanks Pavel! :-)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 528757,
      "author_name": "realityfaker",
      "author_url": "",
      "post_date": "05/08/2019 14:03:35",
      "content": "<p>Hopefully this helps: <a href=\"https://github.com/petrochenko-pavel-a/segmentation_training_pipeline\">https://github.com/petrochenko-pavel-a/segmentation_training_pipeline</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 528766,
          "author_name": "wei3hua2",
          "author_url": "",
          "post_date": "05/08/2019 14:19:32",
          "content": "<p>It looks really beautiful. Gonna give it a try soon</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 529505,
      "author_name": "projdev",
      "author_url": "",
      "post_date": "05/10/2019 04:13:42",
      "content": "<p>many thanks Pavel! :-)</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "528338": "I have found a library for FCN-based semantic segmentation. It is a pretty neat library with implementation for FCN, UNet, Segnet and PSPNet. Hope this will provide an alternative to region-based approach such as Masked-RCNN.\n\n[https://github.com/divamgupta/image-segmentation-keras](https://github.com/divamgupta/image-segmentation-keras)",
    "528757": "Hopefully this helps: https://github.com/petrochenko-pavel-a/segmentation_training_pipeline",
    "528766": "It looks really beautiful. Gonna give it a try soon",
    "529505": "many thanks Pavel! :-)"
  },
  "source": "meta"
}