{
  "id": 305036,
  "title": "List of Useful Image Classification Competitions and Winning Solutions",
  "url": "/competitions/happy-whale-and-dolphin/discussion/305036",
  "author_name": "",
  "post_date": "2022-02-03T14:03:47.764109600Z",
  "votes": 20,
  "comment_count": 1,
  "views": 0,
  "content": "<p>This competitions looks really interesting , besides the size of Dataset is approximately 50k Images there is lot of scope to try out different experimentation and model architectures .</p>\n<p>1.<a href=\"https://www.kaggle.com/c/humpback-whale-identification/overview\" target=\"_blank\"> Humpback whale Identification competition .</a><br>\nThe task is kind of similar , lot of ideas can be taken for modelling , loss functions and augmentations ,Not just winning solutions but also there is Gold Mine of Ideas </p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82366\" target=\"_blank\"> 1st Place Solution </a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/83885\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82484\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82356\" target=\"_blank\">4th Place Solution</a></li>\n</ul>\n<ol>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score\" target=\"_blank\">Petfinder.My Competition</a><br>\nAlthough the dataset and task is quite different but still lot of ideas for modelling , ensembling and augmentations can be used here as well </li>\n</ol>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301686\" target=\"_blank\">1st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301015\" target=\"_blank\">6th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300942\" target=\"_blank\">18th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300928\" target=\"_blank\">5th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300947\" target=\"_blank\">9th Place Solution</a></li>\n</ul>\n<ol>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification\" target=\"_blank\">Cassava Leaf Disease Competition</a><br>\nVery good competition it introduced the concept of Vision Transformer to Kaggle Competitions</li>\n</ol>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221957\" target=\"_blank\">1st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/220898\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221150\" target=\"_blank\">3rd Place Solution</a></li>\n</ul>\n<p>It is amazing competition and there is lot of ideas to try out .Looking forward to learn and contribute more to the competition.<br>\nHappy Kaggling.</p>",
  "messages": [
    {
      "id": "1674437",
      "postDate": "02/03/2022 14:03:47",
      "content": "<p>This competitions looks really interesting , besides the size of Dataset is approximately 50k Images there is lot of scope to try out different experimentation and model architectures .</p>\n<p>1.<a href=\"https://www.kaggle.com/c/humpback-whale-identification/overview\" target=\"_blank\"> Humpback whale Identification competition .</a><br>\nThe task is kind of similar , lot of ideas can be taken for modelling , loss functions and augmentations ,Not just winning solutions but also there is Gold Mine of Ideas </p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82366\" target=\"_blank\"> 1st Place Solution </a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/83885\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82484\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/humpback-whale-identification/discussion/82356\" target=\"_blank\">4th Place Solution</a></li>\n</ul>\n<ol>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score\" target=\"_blank\">Petfinder.My Competition</a><br>\nAlthough the dataset and task is quite different but still lot of ideas for modelling , ensembling and augmentations can be used here as well </li>\n</ol>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301686\" target=\"_blank\">1st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301015\" target=\"_blank\">6th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300942\" target=\"_blank\">18th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300928\" target=\"_blank\">5th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300947\" target=\"_blank\">9th Place Solution</a></li>\n</ul>\n<ol>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification\" target=\"_blank\">Cassava Leaf Disease Competition</a><br>\nVery good competition it introduced the concept of Vision Transformer to Kaggle Competitions</li>\n</ol>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221957\" target=\"_blank\">1st Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/220898\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221150\" target=\"_blank\">3rd Place Solution</a></li>\n</ul>\n<p>It is amazing competition and there is lot of ideas to try out .Looking forward to learn and contribute more to the competition.<br>\nHappy Kaggling.</p>",
      "rawMarkdown": "This competitions looks really interesting , besides the size of Dataset is approximately 50k Images there is lot of scope to try out different experimentation and model architectures .\n\n1.[ Humpback whale Identification competition .](https://www.kaggle.com/c/humpback-whale-identification/overview)\nThe task is kind of similar , lot of ideas can be taken for modelling , loss functions and augmentations ,Not just winning solutions but also there is Gold Mine of Ideas \n- [ 1st Place Solution ](https://www.kaggle.com/c/humpback-whale-identification/discussion/82366)\n- [2nd Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/83885)\n- [3rd Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/82484)\n- [4th Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/82356)\n\n2. [Petfinder.My Competition](https://www.kaggle.com/c/petfinder-pawpularity-score)\nAlthough the dataset and task is quite different but still lot of ideas for modelling , ensembling and augmentations can be used here as well \n- [1st Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301686)\n- [6th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301015)\n- [18th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300942)\n- [5th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300928)\n- [9th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300947)\n\n3. [Cassava Leaf Disease Competition](https://www.kaggle.com/c/cassava-leaf-disease-classification)\nVery good competition it introduced the concept of Vision Transformer to Kaggle Competitions\n-  [1st Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221957)\n- [2nd Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/220898)\n- [3rd Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221150)\n\nIt is amazing competition and there is lot of ideas to try out .Looking forward to learn and contribute more to the competition.\nHappy Kaggling.",
      "votes": null
    },
    {
      "id": "1674445",
      "postDate": "02/03/2022 14:09:00",
      "content": "<p>What about  <a href=\"https://www.kaggle.com/c/humpback-whale-identification/overview\" target=\"_blank\">Humpback whale Identification competition</a> - <a href=\"https://www.kaggle.com/vad13irt\" target=\"_blank\">@vad13irt</a> has prepared a full list of solutions in <a href=\"https://www.kaggle.com/c/happy-whale-and-dolphin/discussion/304504\" target=\"_blank\">this discussion</a></p>",
      "rawMarkdown": "What about  [Humpback whale Identification competition](https://www.kaggle.com/c/humpback-whale-identification/overview) - @vad13irt has prepared a full list of solutions in [this discussion](https://www.kaggle.com/c/happy-whale-and-dolphin/discussion/304504)",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1674445,
      "author_name": "meowmeowmeowmeowmeow",
      "author_url": "",
      "post_date": "02/03/2022 14:09:00",
      "content": "<p>What about  <a href=\"https://www.kaggle.com/c/humpback-whale-identification/overview\" target=\"_blank\">Humpback whale Identification competition</a> - <a href=\"https://www.kaggle.com/vad13irt\" target=\"_blank\">@vad13irt</a> has prepared a full list of solutions in <a href=\"https://www.kaggle.com/c/happy-whale-and-dolphin/discussion/304504\" target=\"_blank\">this discussion</a></p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1674437": "This competitions looks really interesting , besides the size of Dataset is approximately 50k Images there is lot of scope to try out different experimentation and model architectures .\n\n1.[ Humpback whale Identification competition .](https://www.kaggle.com/c/humpback-whale-identification/overview)\nThe task is kind of similar , lot of ideas can be taken for modelling , loss functions and augmentations ,Not just winning solutions but also there is Gold Mine of Ideas \n- [ 1st Place Solution ](https://www.kaggle.com/c/humpback-whale-identification/discussion/82366)\n- [2nd Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/83885)\n- [3rd Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/82484)\n- [4th Place Solution](https://www.kaggle.com/c/humpback-whale-identification/discussion/82356)\n\n2. [Petfinder.My Competition](https://www.kaggle.com/c/petfinder-pawpularity-score)\nAlthough the dataset and task is quite different but still lot of ideas for modelling , ensembling and augmentations can be used here as well \n- [1st Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301686)\n- [6th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/301015)\n- [18th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300942)\n- [5th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300928)\n- [9th Place Solution](https://www.kaggle.com/c/petfinder-pawpularity-score/discussion/300947)\n\n3. [Cassava Leaf Disease Competition](https://www.kaggle.com/c/cassava-leaf-disease-classification)\nVery good competition it introduced the concept of Vision Transformer to Kaggle Competitions\n-  [1st Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221957)\n- [2nd Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/220898)\n- [3rd Place Solution](https://www.kaggle.com/c/cassava-leaf-disease-classification/discussion/221150)\n\nIt is amazing competition and there is lot of ideas to try out .Looking forward to learn and contribute more to the competition.\nHappy Kaggling.",
    "1674445": "What about  [Humpback whale Identification competition](https://www.kaggle.com/c/humpback-whale-identification/overview) - @vad13irt has prepared a full list of solutions in [this discussion](https://www.kaggle.com/c/happy-whale-and-dolphin/discussion/304504)"
  },
  "source": "meta"
}