{
  "id": 60996,
  "title": "Mask RCNN based solution (Keras and pytorch)",
  "url": "/competitions/cvpr-2018-autonomous-driving/writeups/autopilot-mask-rcnn-based-solution-keras-and-pytor",
  "author_name": "",
  "post_date": "2018-07-13T01:22:03.694668400Z",
  "votes": 1,
  "comment_count": 6,
  "views": 0,
  "content": "<p><a href=\"https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution\">https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution</a></p>\n\n<p>Here is my solution to this challenge, based on mask rcnn. I used both keras implementation and pytorch. I also tried different backbone for Mask RCNN. \nHope this could be useful!</p>",
  "messages": [
    {
      "id": "356123",
      "postDate": "07/13/2018 01:22:03",
      "content": "<p><a href=\"https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution\">https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution</a></p>\n\n<p>Here is my solution to this challenge, based on mask rcnn. I used both keras implementation and pytorch. I also tried different backbone for Mask RCNN. \nHope this could be useful!</p>",
      "rawMarkdown": "https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution\n\nHere is my solution to this challenge, based on mask rcnn. I used both keras implementation and pytorch. I also tried different backbone for Mask RCNN. \nHope this could be useful!",
      "votes": null
    },
    {
      "id": "356292",
      "postDate": "07/13/2018 09:17:01",
      "content": "<p>Is this the 3rd place solution? Many thanks for sharing. Just wonder if our champion from FACE++ would like to share their solutions.</p>",
      "rawMarkdown": "Is this the 3rd place solution? Many thanks for sharing. Just wonder if our champion from FACE++ would like to share their solutions.",
      "votes": null
    },
    {
      "id": "356492",
      "postDate": "07/13/2018 17:28:54",
      "content": "<p>It is 3rd place  solution now. I am also looking forward to see their solutions.</p>",
      "rawMarkdown": "It is 3rd place  solution now. I am also looking forward to see their solutions.",
      "votes": null
    },
    {
      "id": "356669",
      "postDate": "07/14/2018 07:06:01",
      "content": "<p>Yeah, I also found it odd that our solution now ranks 4th. (It used to ranked 6th). I remember DIDI was in this competition now it seems that they are not here anymore. Weird</p>",
      "rawMarkdown": "Yeah, I also found it odd that our solution now ranks 4th. (It used to ranked 6th). I remember DIDI was in this competition now it seems that they are not here anymore. Weird",
      "votes": null
    },
    {
      "id": "357127",
      "postDate": "07/15/2018 11:06:31",
      "content": "<p>In recent Megvii news, they claimed they won the instance segmentation competition which leads 0.07 over AI giant Nvidia.   </p>",
      "rawMarkdown": "In recent Megvii news, they claimed they won the instance segmentation competition which leads 0.07 over AI giant Nvidia.",
      "votes": null
    },
    {
      "id": "357401",
      "postDate": "07/15/2018 22:57:11",
      "content": "<p>We have a team from Nvidia?</p>",
      "rawMarkdown": "We have a team from Nvidia?",
      "votes": null
    },
    {
      "id": "357422",
      "postDate": "07/16/2018 01:58:55",
      "content": "<p>Team name is NV-ADLR. </p>",
      "rawMarkdown": "Team name is NV-ADLR.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 356292,
      "author_name": "shanxu",
      "author_url": "",
      "post_date": "07/13/2018 09:17:01",
      "content": "<p>Is this the 3rd place solution? Many thanks for sharing. Just wonder if our champion from FACE++ would like to share their solutions.</p>",
      "votes": null,
      "replies": [
        {
          "id": 356492,
          "author_name": "woodywang",
          "author_url": "",
          "post_date": "07/13/2018 17:28:54",
          "content": "<p>It is 3rd place  solution now. I am also looking forward to see their solutions.</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 356669,
      "author_name": "stevenwudi",
      "author_url": "",
      "post_date": "07/14/2018 07:06:01",
      "content": "<p>Yeah, I also found it odd that our solution now ranks 4th. (It used to ranked 6th). I remember DIDI was in this competition now it seems that they are not here anymore. Weird</p>",
      "votes": null,
      "replies": [
        {
          "id": 357127,
          "author_name": "shanxu",
          "author_url": "",
          "post_date": "07/15/2018 11:06:31",
          "content": "<p>In recent Megvii news, they claimed they won the instance segmentation competition which leads 0.07 over AI giant Nvidia.   </p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 357401,
          "author_name": "woodywang",
          "author_url": "",
          "post_date": "07/15/2018 22:57:11",
          "content": "<p>We have a team from Nvidia?</p>",
          "votes": null,
          "replies": []
        },
        {
          "id": 357422,
          "author_name": "shanxu",
          "author_url": "",
          "post_date": "07/16/2018 01:58:55",
          "content": "<p>Team name is NV-ADLR. </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "356123": "https://github.com/wwoody827/cvpr-2018-autonomous-driving-autopilot-solution\n\nHere is my solution to this challenge, based on mask rcnn. I used both keras implementation and pytorch. I also tried different backbone for Mask RCNN. \nHope this could be useful!",
    "356292": "Is this the 3rd place solution? Many thanks for sharing. Just wonder if our champion from FACE++ would like to share their solutions.",
    "356492": "It is 3rd place  solution now. I am also looking forward to see their solutions.",
    "356669": "Yeah, I also found it odd that our solution now ranks 4th. (It used to ranked 6th). I remember DIDI was in this competition now it seems that they are not here anymore. Weird",
    "357127": "In recent Megvii news, they claimed they won the instance segmentation competition which leads 0.07 over AI giant Nvidia.",
    "357401": "We have a team from Nvidia?",
    "357422": "Team name is NV-ADLR."
  },
  "source": "meta"
}