{
  "id": 561722,
  "title": "All solutions in one place",
  "url": "/competitions/czii-cryo-et-object-identification/discussion/561722",
  "author_name": "Sinan Calisir",
  "post_date": "2025-02-07T12:25:55.139000",
  "votes": 7,
  "comment_count": 0,
  "views": 0,
  "content": "<p>Hi everyone,</p>\n<p>Congratulations to all the winners. It was a fun competition to participate and I learned a lot. I combined all the solutions shared so far for future reference.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561510\" target=\"_blank\">1st place solution [segmentation with partly U-NET and ensembling part]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561440\" target=\"_blank\">1st place solution [Object Detection Part]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561568\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561417\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561401\" target=\"_blank\">4th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561580\" target=\"_blank\">5th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561518\" target=\"_blank\">6th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561447\" target=\"_blank\">7th place solution [3D-UNet with gaussian heatmaps]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561515\" target=\"_blank\">8th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561431\" target=\"_blank\">9th place solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561607\" target=\"_blank\">12th place solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561422\" target=\"_blank\">13th Place Solution - w/ Cutpaste</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561444\" target=\"_blank\">22nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561483\" target=\"_blank\">26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561677\" target=\"_blank\">32nd Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561402\" target=\"_blank\">33 place solution</a></li>\n</ul>",
  "messages": [
    {
      "id": 3117928,
      "postDate": "2025-02-07T12:25:55.140Z",
      "content": "<p>Hi everyone,</p>\n<p>Congratulations to all the winners. It was a fun competition to participate and I learned a lot. I combined all the solutions shared so far for future reference.</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561510\" target=\"_blank\">1st place solution [segmentation with partly U-NET and ensembling part]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561440\" target=\"_blank\">1st place solution [Object Detection Part]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561568\" target=\"_blank\">2nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561417\" target=\"_blank\">3rd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561401\" target=\"_blank\">4th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561580\" target=\"_blank\">5th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561518\" target=\"_blank\">6th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561447\" target=\"_blank\">7th place solution [3D-UNet with gaussian heatmaps]</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561515\" target=\"_blank\">8th Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561431\" target=\"_blank\">9th place solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561607\" target=\"_blank\">12th place solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561422\" target=\"_blank\">13th Place Solution - w/ Cutpaste</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561444\" target=\"_blank\">22nd Place Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561483\" target=\"_blank\">26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561677\" target=\"_blank\">32nd Solution</a></li>\n<li><a href=\"https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561402\" target=\"_blank\">33 place solution</a></li>\n</ul>",
      "rawMarkdown": "Hi everyone,\n\nCongratulations to all the winners. It was a fun competition to participate and I learned a lot. I combined all the solutions shared so far for future reference.\n\n- [1st place solution [segmentation with partly U-NET and ensembling part]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561510)\n- [1st place solution [Object Detection Part]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561440)\n- [2nd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561568)\n- [3rd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561417)\n- [4th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561401)\n- [5th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561580)\n- [6th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561518)\n- [7th place solution [3D-UNet with gaussian heatmaps]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561447)\n- [8th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561515)\n- [9th place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561431)\n- [12th place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561607)\n- [13th Place Solution - w/ Cutpaste](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561422)\n- [22nd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561444)\n- [26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561483)\n- [32nd Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561677)\n- [33 place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561402)",
      "votes": 7
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "3117928": "Hi everyone,\n\nCongratulations to all the winners. It was a fun competition to participate and I learned a lot. I combined all the solutions shared so far for future reference.\n\n- [1st place solution [segmentation with partly U-NET and ensembling part]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561510)\n- [1st place solution [Object Detection Part]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561440)\n- [2nd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561568)\n- [3rd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561417)\n- [4th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561401)\n- [5th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561580)\n- [6th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561518)\n- [7th place solution [3D-UNet with gaussian heatmaps]](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561447)\n- [8th Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561515)\n- [9th place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561431)\n- [12th place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561607)\n- [13th Place Solution - w/ Cutpaste](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561422)\n- [22nd Place Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561444)\n- [26th Solution - 3D UNet + CCL with Morphological Post Processing + Custom Loss Function](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561483)\n- [32nd Solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561677)\n- [33 place solution](https://www.kaggle.com/competitions/czii-cryo-et-object-identification/discussion/561402)"
  }
}