{
  "id": 319102,
  "title": "ベースラインの理解に役立つ参考資料／References to understand this competition's baseline",
  "url": "/competitions/happy-whale-and-dolphin/discussion/319102",
  "author_name": "Kei Ito",
  "post_date": "2022-04-15T10:07:54.887000",
  "votes": 1,
  "comment_count": 0,
  "views": 0,
  "content": "<p>ベースラインの理解などが全然できなかったので、ディスカッションに投稿してみました。その結果参考資料を教えていただいたのでご紹介いたします。<br>\nI tried to post Discussion about ArcFace and EFFNET because I can't understand baseline at all. As a result, I was given some references.(Thank you very much <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>)</p>\n<p><a href=\"https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/317496#1748149\" target=\"_blank\">該当ディスカッション/Discussion Page</a></p>\n<p>参考資料/Refferences<br>\n===ArcFace===<br>\nEnglish References<br>\n<a href=\"https://www.kaggle.com/competitions/shopee-product-matching/discussion/226279\" target=\"_blank\">https://www.kaggle.com/competitions/shopee-product-matching/discussion/226279</a><br>\n<a href=\"https://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook\" target=\"_blank\">https://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook</a><br>\n<a href=\"https://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook\" target=\"_blank\">https://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook</a><br>\n日本語資料/Japanese References<br>\n<a href=\"https://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a\" target=\"_blank\">https://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a</a></p>\n<p>===EFFNET===<br>\nEnglish References<br>\n<a href=\"https://github.com/google/automl/tree/master/efficientnetv2\" target=\"_blank\">https://github.com/google/automl/tree/master/efficientnetv2</a><br>\n日本語資料/Japanese References<br>\n<a href=\"https://qiita.com/omiita/items/83643f78baabfa210ab1\" target=\"_blank\">https://qiita.com/omiita/items/83643f78baabfa210ab1</a><br>\n<a href=\"https://qiita.com/omiita/items/1d96eae2b15e49235110\" target=\"_blank\">https://qiita.com/omiita/items/1d96eae2b15e49235110</a></p>\n<p>ご参考まで。<br>\nFor your information.</p>",
  "messages": [
    {
      "id": 1756219,
      "postDate": "2022-04-15T10:07:54.887Z",
      "content": "<p>ベースラインの理解などが全然できなかったので、ディスカッションに投稿してみました。その結果参考資料を教えていただいたのでご紹介いたします。<br>\nI tried to post Discussion about ArcFace and EFFNET because I can't understand baseline at all. As a result, I was given some references.(Thank you very much <a href=\"https://www.kaggle.com/cdeotte\" target=\"_blank\">@cdeotte</a>)</p>\n<p><a href=\"https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/317496#1748149\" target=\"_blank\">該当ディスカッション/Discussion Page</a></p>\n<p>参考資料/Refferences<br>\n===ArcFace===<br>\nEnglish References<br>\n<a href=\"https://www.kaggle.com/competitions/shopee-product-matching/discussion/226279\" target=\"_blank\">https://www.kaggle.com/competitions/shopee-product-matching/discussion/226279</a><br>\n<a href=\"https://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook\" target=\"_blank\">https://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook</a><br>\n<a href=\"https://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook\" target=\"_blank\">https://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook</a><br>\n日本語資料/Japanese References<br>\n<a href=\"https://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a\" target=\"_blank\">https://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a</a></p>\n<p>===EFFNET===<br>\nEnglish References<br>\n<a href=\"https://github.com/google/automl/tree/master/efficientnetv2\" target=\"_blank\">https://github.com/google/automl/tree/master/efficientnetv2</a><br>\n日本語資料/Japanese References<br>\n<a href=\"https://qiita.com/omiita/items/83643f78baabfa210ab1\" target=\"_blank\">https://qiita.com/omiita/items/83643f78baabfa210ab1</a><br>\n<a href=\"https://qiita.com/omiita/items/1d96eae2b15e49235110\" target=\"_blank\">https://qiita.com/omiita/items/1d96eae2b15e49235110</a></p>\n<p>ご参考まで。<br>\nFor your information.</p>",
      "rawMarkdown": "ベースラインの理解などが全然できなかったので、ディスカッションに投稿してみました。その結果参考資料を教えていただいたのでご紹介いたします。\nI tried to post Discussion about ArcFace and EFFNET because I can't understand baseline at all. As a result, I was given some references.(Thank you very much @cdeotte)\n\n[該当ディスカッション/Discussion Page](https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/317496#1748149)\n\n参考資料/Refferences\n===ArcFace===\nEnglish References\nhttps://www.kaggle.com/competitions/shopee-product-matching/discussion/226279\nhttps://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook\nhttps://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook\n日本語資料/Japanese References\nhttps://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a\n\n===EFFNET===\nEnglish References\nhttps://github.com/google/automl/tree/master/efficientnetv2\n日本語資料/Japanese References\nhttps://qiita.com/omiita/items/83643f78baabfa210ab1\nhttps://qiita.com/omiita/items/1d96eae2b15e49235110\n\nご参考まで。\nFor your information.",
      "votes": 1
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1756219": "ベースラインの理解などが全然できなかったので、ディスカッションに投稿してみました。その結果参考資料を教えていただいたのでご紹介いたします。\nI tried to post Discussion about ArcFace and EFFNET because I can't understand baseline at all. As a result, I was given some references.(Thank you very much @cdeotte)\n\n[該当ディスカッション/Discussion Page](https://www.kaggle.com/competitions/happy-whale-and-dolphin/discussion/317496#1748149)\n\n参考資料/Refferences\n===ArcFace===\nEnglish References\nhttps://www.kaggle.com/competitions/shopee-product-matching/discussion/226279\nhttps://www.kaggle.com/code/chankhavu/keras-layers-arcface-cosface-adacos/notebook\nhttps://www.kaggle.com/code/ragnar123/unsupervised-baseline-arcface/notebook\n日本語資料/Japanese References\nhttps://medium.com/axinc/arcface-%E9%A1%94%E8%AA%8D%E8%A8%BC%E3%82%92%E8%A1%8C%E3%81%86%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92%E3%83%A2%E3%83%87%E3%83%AB-cbb0e127bd0a\n\n===EFFNET===\nEnglish References\nhttps://github.com/google/automl/tree/master/efficientnetv2\n日本語資料/Japanese References\nhttps://qiita.com/omiita/items/83643f78baabfa210ab1\nhttps://qiita.com/omiita/items/1d96eae2b15e49235110\n\nご参考まで。\nFor your information."
  }
}