{ "id": 240164, "title": "Extensive Guide of Learning Resources for Object Detection and Localization", "url": "/competitions/siim-covid19-detection/discussion/240164", "author_name": "", "post_date": "2021-05-18T18:04:46.896926900Z", "votes": 3, "comment_count": 1, "views": 0, "content": "

This competition is an object detection and localization task at its core , which may be new for many people and hence I thought to provide some of the resources to learn object detection and localization here are they as follows

\n
    \n
  1. Aladdin Persson's Object Detection and Localization Playlist which can be found here
    \nHe explains concepts in depth and focus much more on Code Approach , You will learn and pickup lot of new things on the way .Note : He has explained Yolo algorithm but there multiple algorithms for doing same task
    2. \n
\n

2 . A Quick Intro to Object Detection Algorithms by Analytics India Magazine it can be found here

\n
    \n

  1. Another indepth blog by Analytics Vidhya can be found here

    2. \n

  2. Retinanet research paper which can be found here , Note this is the reasearch paper that introduce Focal Loss

    3. \n
\n

I will add more resources and links to them if I found any and how competition progresses , This will be good enough for a start !
\nThanks for Reading !
\nHappy Kaggling !

", "messages": [ { "id": "1313790", "postDate": "05/18/2021 18:04:46", "content": "

This competition is an object detection and localization task at its core , which may be new for many people and hence I thought to provide some of the resources to learn object detection and localization here are they as follows

\n
    \n
  1. Aladdin Persson's Object Detection and Localization Playlist which can be found here
    \nHe explains concepts in depth and focus much more on Code Approach , You will learn and pickup lot of new things on the way .Note : He has explained Yolo algorithm but there multiple algorithms for doing same task
    2. \n
\n

2 . A Quick Intro to Object Detection Algorithms by Analytics India Magazine it can be found here

\n
    \n

  1. Another indepth blog by Analytics Vidhya can be found here

    2. \n

  2. Retinanet research paper which can be found here , Note this is the reasearch paper that introduce Focal Loss

    3. \n
\n

I will add more resources and links to them if I found any and how competition progresses , This will be good enough for a start !
\nThanks for Reading !
\nHappy Kaggling !

", "rawMarkdown": "This competition is an object detection and localization task at its core , which may be new for many people and hence I thought to provide some of the resources to learn object detection and localization here are they as follows \n\n1. Aladdin Persson's Object Detection and Localization Playlist which can be found [here](https://www.youtube.com/watch?v=t-phGBfPEZ4&list=PLhhyoLH6Ijfw0TpCTVTNk42NN08H6UvNq)\nHe explains concepts in depth and focus much more on Code Approach , You will learn and pickup lot of new things on the way .**Note : He has explained Yolo algorithm but there multiple algorithms for doing same task**\n\n2 . A Quick Intro to Object Detection Algorithms by Analytics India Magazine it can be found [here](https://analyticsindiamag.com/top-8-algorithms-for-object-detection/)\n\n3. Another indepth blog by Analytics Vidhya can be found [here ](https://www.analyticsvidhya.com/blog/2018/10/a-step-by-step-introduction-to-the-basic-object-detection-algorithms-part-1/)\n\n4. Retinanet research paper which can be found [here ](https://arxiv.org/abs/1708.02002) , **Note this is the reasearch paper that introduce Focal Loss**\n\nI will add more resources and links to them if I found any and how competition progresses , This will be good enough for a start !\nThanks for Reading !\nHappy Kaggling !", "votes": null }, { "id": "1383676", "postDate": "07/11/2021 06:21:57", "content": "

Thank you for these resources it helped a lot.
\nis there any resource for python implementation of the object detection model using tensorflow

", "rawMarkdown": "Thank you for these resources it helped a lot.\nis there any resource for python implementation of the object detection model using tensorflow", "votes": null } ], "comments": [ { "id": 1383676, "author_name": "gokulprakash", "author_url": "", "post_date": "07/11/2021 06:21:57", "content": "

Thank you for these resources it helped a lot.
\nis there any resource for python implementation of the object detection model using tensorflow

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1313790": "This competition is an object detection and localization task at its core , which may be new for many people and hence I thought to provide some of the resources to learn object detection and localization here are they as follows \n\n1. Aladdin Persson's Object Detection and Localization Playlist which can be found [here](https://www.youtube.com/watch?v=t-phGBfPEZ4&list=PLhhyoLH6Ijfw0TpCTVTNk42NN08H6UvNq)\nHe explains concepts in depth and focus much more on Code Approach , You will learn and pickup lot of new things on the way .**Note : He has explained Yolo algorithm but there multiple algorithms for doing same task**\n\n2 . A Quick Intro to Object Detection Algorithms by Analytics India Magazine it can be found [here](https://analyticsindiamag.com/top-8-algorithms-for-object-detection/)\n\n3. Another indepth blog by Analytics Vidhya can be found [here ](https://www.analyticsvidhya.com/blog/2018/10/a-step-by-step-introduction-to-the-basic-object-detection-algorithms-part-1/)\n\n4. Retinanet research paper which can be found [here ](https://arxiv.org/abs/1708.02002) , **Note this is the reasearch paper that introduce Focal Loss**\n\nI will add more resources and links to them if I found any and how competition progresses , This will be good enough for a start !\nThanks for Reading !\nHappy Kaggling !", "1383676": "Thank you for these resources it helped a lot.\nis there any resource for python implementation of the object detection model using tensorflow" }, "source": "meta" }