{
  "id": 148690,
  "title": "Review of Deep Learning Algorithms for Object Detection",
  "url": "/competitions/global-wheat-detection/discussion/148690",
  "author_name": "",
  "post_date": "2020-05-05T09:07:15.075653600Z",
  "votes": 16,
  "comment_count": 5,
  "views": 0,
  "content": "<ul>\n<li><p><a href=\"http://www.huppelen.nl/publications/selectiveSearchDraft.pdf\"> Region-based Convolutional Network (R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1504.08083.pdf\">Fast Region-based Convolutional Network (Fast R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1506.01497.pdf\">Faster Region-based Convolutional Network (Faster R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1605.06409.pdf\">Region-based Fully Convolutional Network (R-FCN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1506.02640.pdf\">You Only Look Once (YOLO)</a></p></li>\n</ul>",
  "messages": [
    {
      "id": "834065",
      "postDate": "05/05/2020 09:07:15",
      "content": "<ul>\n<li><p><a href=\"http://www.huppelen.nl/publications/selectiveSearchDraft.pdf\"> Region-based Convolutional Network (R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1504.08083.pdf\">Fast Region-based Convolutional Network (Fast R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1506.01497.pdf\">Faster Region-based Convolutional Network (Faster R-CNN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1605.06409.pdf\">Region-based Fully Convolutional Network (R-FCN)</a></p></li>\n<li><p><a href=\"https://arxiv.org/pdf/1506.02640.pdf\">You Only Look Once (YOLO)</a></p></li>\n</ul>",
      "rawMarkdown": "[ Region-based Convolutional Network (R-CNN)](http://www.huppelen.nl/publications/selectiveSearchDraft.pdf)\n\n- [Fast Region-based Convolutional Network (Fast R-CNN)](https://arxiv.org/pdf/1504.08083.pdf)\n\n- [Faster Region-based Convolutional Network (Faster R-CNN)](https://arxiv.org/pdf/1506.01497.pdf)\n\n- [Region-based Fully Convolutional Network (R-FCN)](https://arxiv.org/pdf/1605.06409.pdf)\n\n- [You Only Look Once (YOLO)](https://arxiv.org/pdf/1506.02640.pdf)",
      "votes": null
    },
    {
      "id": "834612",
      "postDate": "05/05/2020 16:46:47",
      "content": "<p>Two most recent popular object detection models:\n- <a href=\"https://arxiv.org/abs/2004.10934\">yolo v4</a>\n- <a href=\"https://arxiv.org/abs/1911.09070\">efficientdet</a></p>",
      "rawMarkdown": "Two most recent popular object detection models:\n- [yolo v4]( https://arxiv.org/abs/2004.10934)\n- [efficientdet](https://arxiv.org/abs/1911.09070)",
      "votes": null
    },
    {
      "id": "834725",
      "postDate": "05/05/2020 18:21:34",
      "content": "<p>Thank you!</p>",
      "rawMarkdown": "Thank you!",
      "votes": null
    },
    {
      "id": "835361",
      "postDate": "05/06/2020 08:18:55",
      "content": "<p>Thanks for sharing,Great Content</p>",
      "rawMarkdown": "Thanks for sharing,Great Content",
      "votes": null
    },
    {
      "id": "837578",
      "postDate": "05/07/2020 21:51:34",
      "content": "<p>Thanks for sharing.</p>",
      "rawMarkdown": "Thanks for sharing.",
      "votes": null
    },
    {
      "id": "934820",
      "postDate": "07/18/2020 19:12:58",
      "content": "<p>A concise review of most object detection algorithms can be found in this paper - <a href=\"https://arxiv.org/pdf/1807.05511.pdf\">Object Detection with Deep Learning: A Review</a></p>",
      "rawMarkdown": "A concise review of most object detection algorithms can be found in this paper - [Object Detection with Deep Learning: A Review](https://arxiv.org/pdf/1807.05511.pdf)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 834612,
      "author_name": "chengjiun",
      "author_url": "",
      "post_date": "05/05/2020 16:46:47",
      "content": "<p>Two most recent popular object detection models:\n- <a href=\"https://arxiv.org/abs/2004.10934\">yolo v4</a>\n- <a href=\"https://arxiv.org/abs/1911.09070\">efficientdet</a></p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 834725,
      "author_name": "catadanna",
      "author_url": "",
      "post_date": "05/05/2020 18:21:34",
      "content": "<p>Thank you!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 835361,
      "author_name": "mielek",
      "author_url": "",
      "post_date": "05/06/2020 08:18:55",
      "content": "<p>Thanks for sharing,Great Content</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 837578,
      "author_name": "darshangandhi",
      "author_url": "",
      "post_date": "05/07/2020 21:51:34",
      "content": "<p>Thanks for sharing.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 934820,
      "author_name": "gautham11",
      "author_url": "",
      "post_date": "07/18/2020 19:12:58",
      "content": "<p>A concise review of most object detection algorithms can be found in this paper - <a href=\"https://arxiv.org/pdf/1807.05511.pdf\">Object Detection with Deep Learning: A Review</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "834065": "[ Region-based Convolutional Network (R-CNN)](http://www.huppelen.nl/publications/selectiveSearchDraft.pdf)\n\n- [Fast Region-based Convolutional Network (Fast R-CNN)](https://arxiv.org/pdf/1504.08083.pdf)\n\n- [Faster Region-based Convolutional Network (Faster R-CNN)](https://arxiv.org/pdf/1506.01497.pdf)\n\n- [Region-based Fully Convolutional Network (R-FCN)](https://arxiv.org/pdf/1605.06409.pdf)\n\n- [You Only Look Once (YOLO)](https://arxiv.org/pdf/1506.02640.pdf)",
    "834612": "Two most recent popular object detection models:\n- [yolo v4]( https://arxiv.org/abs/2004.10934)\n- [efficientdet](https://arxiv.org/abs/1911.09070)",
    "834725": "Thank you!",
    "835361": "Thanks for sharing,Great Content",
    "837578": "Thanks for sharing.",
    "934820": "A concise review of most object detection algorithms can be found in this paper - [Object Detection with Deep Learning: A Review](https://arxiv.org/pdf/1807.05511.pdf)"
  },
  "source": "meta"
}