{
  "id": 314736,
  "title": "🔥🔥 Useful References Notebooks - from the past Wildcam Competitions 🔥🔥",
  "url": "/competitions/iwildcam2022-fgvc9/discussion/314736",
  "author_name": "Kalilur Rahman",
  "post_date": "2022-03-24T07:53:29.289000",
  "votes": 16,
  "comment_count": 0,
  "views": 0,
  "content": "<h1>🔥🔥 Useful References Notebooks - from the past Wildcam Competitions 🔥🔥</h1>\n<hr>\n<h2>2021 Contest</h2>\n<hr>\n<blockquote>\n  <h2>1st Place Solution by Fagner Cunha</h2>\n  <h3>Discussion: <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460</a></h3>\n  <h3>Code: <a href=\"https://github.com/alcunha/iwildcam2021ufam\" target=\"_blank\">https://github.com/alcunha/iwildcam2021ufam</a></h3>\n  <hr>\n  <h2>2nd place solution by johnbeuving</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559</a></h3>\n  <hr>\n  <h2>3rd Place Solution by JuanCarlosLópezEnriquez</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950</a></h3>\n  <hr>\n  <h2>4th Place Solution by Charlie Turner</h2>\n  <h3>Discussion :  <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509</a></h3>\n  <hr>\n  <h2>7th Place Solution by Devashish Prasad</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook\" target=\"_blank\">https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook</a></h3>\n  <hr>\n  <h2>2020 Contest</h2>\n  <hr>\n  <h3>Code: <a href=\"https://www.kaggle.com/aleksandradeis/iwildcam-eda\" target=\"_blank\">https://www.kaggle.com/aleksandradeis/iwildcam-eda</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\" target=\"_blank\">https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\" target=\"_blank\">https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\" target=\"_blank\">https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\" target=\"_blank\">https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\" target=\"_blank\">https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training</a></h3>\n  <hr>\n  <h2>2019 Contest</h2>\n  <hr>\n  <h3>Code: <a href=\"https://www.kaggle.com/artgor/iwildcam-basic-eda\" target=\"_blank\">https://www.kaggle.com/artgor/iwildcam-basic-eda</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\" target=\"_blank\">https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019</a></h3>\n  <h3>Code:  <a href=\"https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\" target=\"_blank\">https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet</a></h3>\n  <hr>\n  <h2>Hope you liked it. All the best!</h2>\n</blockquote>\n<pre><code>##### One of the reference - https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/225161\n</code></pre>",
  "messages": [
    {
      "id": 1733359,
      "postDate": "2022-03-24T07:53:29.290Z",
      "content": "<h1>🔥🔥 Useful References Notebooks - from the past Wildcam Competitions 🔥🔥</h1>\n<hr>\n<h2>2021 Contest</h2>\n<hr>\n<blockquote>\n  <h2>1st Place Solution by Fagner Cunha</h2>\n  <h3>Discussion: <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460</a></h3>\n  <h3>Code: <a href=\"https://github.com/alcunha/iwildcam2021ufam\" target=\"_blank\">https://github.com/alcunha/iwildcam2021ufam</a></h3>\n  <hr>\n  <h2>2nd place solution by johnbeuving</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559</a></h3>\n  <hr>\n  <h2>3rd Place Solution by JuanCarlosLópezEnriquez</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950</a></h3>\n  <hr>\n  <h2>4th Place Solution by Charlie Turner</h2>\n  <h3>Discussion :  <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509</a></h3>\n  <hr>\n  <h2>7th Place Solution by Devashish Prasad</h2>\n  <h3>Discussion : <a href=\"https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978\" target=\"_blank\">https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook\" target=\"_blank\">https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook</a></h3>\n  <hr>\n  <h2>2020 Contest</h2>\n  <hr>\n  <h3>Code: <a href=\"https://www.kaggle.com/aleksandradeis/iwildcam-eda\" target=\"_blank\">https://www.kaggle.com/aleksandradeis/iwildcam-eda</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\" target=\"_blank\">https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\" target=\"_blank\">https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\" target=\"_blank\">https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\" target=\"_blank\">https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\" target=\"_blank\">https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training</a></h3>\n  <hr>\n  <h2>2019 Contest</h2>\n  <hr>\n  <h3>Code: <a href=\"https://www.kaggle.com/artgor/iwildcam-basic-eda\" target=\"_blank\">https://www.kaggle.com/artgor/iwildcam-basic-eda</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\" target=\"_blank\">https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019</a></h3>\n  <h3>Code: <a href=\"https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\" target=\"_blank\">https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019</a></h3>\n  <h3>Code:  <a href=\"https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\" target=\"_blank\">https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet</a></h3>\n  <hr>\n  <h2>Hope you liked it. All the best!</h2>\n</blockquote>\n<pre><code>##### One of the reference - https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/225161\n</code></pre>",
      "rawMarkdown": "# 🔥🔥 Useful References Notebooks - from the past Wildcam Competitions 🔥🔥\n<hr>\n## 2021 Contest\n<hr>\n> ## 1st Place Solution by Fagner Cunha \n### Discussion: https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460\n### Code: https://github.com/alcunha/iwildcam2021ufam\n<hr>\n> ## 2nd place solution by johnbeuving \n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559\n<hr>\n> ## 3rd Place Solution by JuanCarlosLópezEnriquez\n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950\n<hr>\n> ##  4th Place Solution by Charlie Turner\n### Discussion :  https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509\n<hr>\n> ## 7th Place Solution by Devashish Prasad \n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978\n### Code: https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook\n<hr>\n## 2020 Contest\n<hr>\n> ### Code: https://www.kaggle.com/aleksandradeis/iwildcam-eda\n### Code: https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\n### Code: https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\n### Code: https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\n### Code: https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\n### Code: https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\n<hr>\n## 2019 Contest\n<hr>\n> ### Code: https://www.kaggle.com/artgor/iwildcam-basic-eda\n### Code: https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\n### Code: https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\n### Code: https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\n### Code:  https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\n<hr>\n## Hope you liked it. All the best!\n```\n##### One of the reference - https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/225161\n```\n",
      "votes": 16
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1733359": "# 🔥🔥 Useful References Notebooks - from the past Wildcam Competitions 🔥🔥\n<hr>\n## 2021 Contest\n<hr>\n> ## 1st Place Solution by Fagner Cunha \n### Discussion: https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245460\n### Code: https://github.com/alcunha/iwildcam2021ufam\n<hr>\n> ## 2nd place solution by johnbeuving \n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/245559\n<hr>\n> ## 3rd Place Solution by JuanCarlosLópezEnriquez\n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/244950\n<hr>\n> ##  4th Place Solution by Charlie Turner\n### Discussion :  https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/243509\n<hr>\n> ## 7th Place Solution by Devashish Prasad \n### Discussion : https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/242978\n### Code: https://www.kaggle.com/code/devashishprasad/iwildcam2021-submission/notebook\n<hr>\n## 2020 Contest\n<hr>\n> ### Code: https://www.kaggle.com/aleksandradeis/iwildcam-eda\n### Code: https://www.kaggle.com/nayuts/iwildcam-2020-overviewing-for-start\n### Code: https://www.kaggle.com/ateplyuk/iwildcam2020-pytorch-start\n### Code: https://www.kaggle.com/manojacharya/fastai-implementation-after-pre-processing-images\n### Code: https://www.kaggle.com/qinhui1999/how-to-use-bbox-for-iwildcam-2020\n### Code: https://www.kaggle.com/bsridatta/eda-and-object-extraction-for-classifier-training\n<hr>\n## 2019 Contest\n<hr>\n> ### Code: https://www.kaggle.com/artgor/iwildcam-basic-eda\n### Code: https://www.kaggle.com/gpreda/iwildcam-2019-eda-and-prediction\n### Code: https://www.kaggle.com/xhlulu/densenet-transfer-learning-iwildcam-2019\n### Code: https://www.kaggle.com/tanlikesmath/fastai-starter-iwildcam-2019\n### Code:  https://www.kaggle.com/rblcoder/cnn-in-tf-coursera-course-iwildcam-2019-mobilenet\n<hr>\n## Hope you liked it. All the best!\n```\n##### One of the reference - https://www.kaggle.com/competitions/iwildcam2021-fgvc8/discussion/225161\n```\n"
  }
}