{
  "id": 52414,
  "title": "information for beginners and not only...",
  "url": "/competitions/data-science-bowl-2018/discussion/52414",
  "author_name": "",
  "post_date": "2018-03-20T04:11:25.533059800Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>For those interested to acquire some more knowledge on the different segmentation techniques have a look at the following resources:</p>\n\n<p><a href=\"http://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3\">http://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3</a>\n<a href=\"https://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning\">https://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning</a>\n<a href=\"http://forums.fast.ai/t/implementing-mask-r-cnn/2234/50\">http://forums.fast.ai/t/implementing-mask-r-cnn/2234/50</a>\n<a href=\"https://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html\">https://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html</a>\n<a href=\"https://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/\">https://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/</a>\n<a href=\"https://blog.csdn.net/yunxinan/article/details/71374882\">https://blog.csdn.net/yunxinan/article/details/71374882</a>\n<a href=\"https://blog.csdn.net/u010069760/article/details/78465505\">https://blog.csdn.net/u010069760/article/details/78465505</a>\n<a href=\"https://www.ctolib.com/tf-faster-rcnn.html\">https://www.ctolib.com/tf-faster-rcnn.html</a> (<a href=\"https://arxiv.org/pdf/1702.02138.pdf\">https://arxiv.org/pdf/1702.02138.pdf</a>)\n<a href=\"http://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf\">http://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf</a>\n<a href=\"http://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966\">http://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966</a>\n<a href=\"https://github.com/mrgloom/awesome-semantic-segmentation\">https://github.com/mrgloom/awesome-semantic-segmentation</a></p>",
  "messages": [
    {
      "id": "298836",
      "postDate": "03/20/2018 04:11:25",
      "content": "<p>For those interested to acquire some more knowledge on the different segmentation techniques have a look at the following resources:</p>\n\n<p><a href=\"http://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3\">http://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3</a>\n<a href=\"https://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning\">https://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning</a>\n<a href=\"http://forums.fast.ai/t/implementing-mask-r-cnn/2234/50\">http://forums.fast.ai/t/implementing-mask-r-cnn/2234/50</a>\n<a href=\"https://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html\">https://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html</a>\n<a href=\"https://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/\">https://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/</a>\n<a href=\"https://blog.csdn.net/yunxinan/article/details/71374882\">https://blog.csdn.net/yunxinan/article/details/71374882</a>\n<a href=\"https://blog.csdn.net/u010069760/article/details/78465505\">https://blog.csdn.net/u010069760/article/details/78465505</a>\n<a href=\"https://www.ctolib.com/tf-faster-rcnn.html\">https://www.ctolib.com/tf-faster-rcnn.html</a> (<a href=\"https://arxiv.org/pdf/1702.02138.pdf\">https://arxiv.org/pdf/1702.02138.pdf</a>)\n<a href=\"http://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf\">http://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf</a>\n<a href=\"http://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966\">http://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966</a>\n<a href=\"https://github.com/mrgloom/awesome-semantic-segmentation\">https://github.com/mrgloom/awesome-semantic-segmentation</a></p>",
      "rawMarkdown": "For those interested to acquire some more knowledge on the different segmentation techniques have a look at the following resources:\n\nhttp://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3\nhttps://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning\nhttp://forums.fast.ai/t/implementing-mask-r-cnn/2234/50\nhttps://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html\nhttps://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/\nhttps://blog.csdn.net/yunxinan/article/details/71374882\nhttps://blog.csdn.net/u010069760/article/details/78465505\nhttps://www.ctolib.com/tf-faster-rcnn.html (https://arxiv.org/pdf/1702.02138.pdf)\nhttp://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf\nhttp://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966\nhttps://github.com/mrgloom/awesome-semantic-segmentation",
      "votes": null
    },
    {
      "id": "298849",
      "postDate": "03/20/2018 04:48:24",
      "content": "<p>Thanks for sharing Kirk! \nI have been looking at these two tutorials: </p>\n\n<p><a href=\"https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html\">https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html</a>\n<a href=\"https://skrish13.github.io/articles/2018-03/fair-cv-saga\">https://skrish13.github.io/articles/2018-03/fair-cv-saga</a></p>",
      "rawMarkdown": "Thanks for sharing Kirk! \nI have been looking at these two tutorials: \n\nhttps://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html\nhttps://skrish13.github.io/articles/2018-03/fair-cv-saga",
      "votes": null
    },
    {
      "id": "299082",
      "postDate": "03/20/2018 12:53:38",
      "content": "<p>Thanks @Mehul those are great as well. You might want to also consider <a href=\"https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/\">https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/</a></p>",
      "rawMarkdown": "Thanks @Mehul those are great as well. You might want to also consider https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 298849,
      "author_name": "mpsampat",
      "author_url": "",
      "post_date": "03/20/2018 04:48:24",
      "content": "<p>Thanks for sharing Kirk! \nI have been looking at these two tutorials: </p>\n\n<p><a href=\"https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html\">https://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html</a>\n<a href=\"https://skrish13.github.io/articles/2018-03/fair-cv-saga\">https://skrish13.github.io/articles/2018-03/fair-cv-saga</a></p>",
      "votes": null,
      "replies": [
        {
          "id": 299082,
          "author_name": "kirk86",
          "author_url": "",
          "post_date": "03/20/2018 12:53:38",
          "content": "<p>Thanks @Mehul those are great as well. You might want to also consider <a href=\"https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/\">https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/</a></p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "298836": "For those interested to acquire some more knowledge on the different segmentation techniques have a look at the following resources:\n\nhttp://blog.qure.ai/notes/semantic-segmentation-deep-learning-review#deeplabv3\nhttps://www.slideshare.net/samchoi7/semantic-segmentation-methods-using-deep-learning\nhttp://forums.fast.ai/t/implementing-mask-r-cnn/2234/50\nhttps://lilianweng.github.io/lil-log/2017/12/31/object-recognition-for-dummies-part-3.html\nhttps://www.yuthon.com/2017/04/27/Notes-From-Faster-R-CNN-to-Mask-R-CNN/\nhttps://blog.csdn.net/yunxinan/article/details/71374882\nhttps://blog.csdn.net/u010069760/article/details/78465505\nhttps://www.ctolib.com/tf-faster-rcnn.html (https://arxiv.org/pdf/1702.02138.pdf)\nhttp://agamenon.tsc.uah.es/Investigacion/gram/publications/eccv2016-onoro.pdf\nhttp://forums.fast.ai/t/kaggle-data-science-bowl-2018-find-and-segment-nuclei/9966\nhttps://github.com/mrgloom/awesome-semantic-segmentation",
    "298849": "Thanks for sharing Kirk! \nI have been looking at these two tutorials: \n\nhttps://leonardoaraujosantos.gitbooks.io/artificial-inteligence/content/object_localization_and_detection.html\nhttps://skrish13.github.io/articles/2018-03/fair-cv-saga",
    "299082": "Thanks @Mehul those are great as well. You might want to also consider https://tryolabs.com/blog/2018/01/18/faster-r-cnn-down-the-rabbit-hole-of-modern-object-detection/"
  },
  "source": "meta"
}