{
  "id": 563132,
  "title": "Looking for teammates thread",
  "url": "/competitions/nexar-collision-prediction/discussion/563132",
  "author_name": "",
  "post_date": "2025-02-15T12:58:02.523322Z",
  "votes": 1,
  "comment_count": 5,
  "views": 0,
  "content": "<p>Creating a thread to search for teammates.</p>",
  "messages": [
    {
      "id": "3124805",
      "postDate": "02/15/2025 12:58:02",
      "content": "<p>Creating a thread to search for teammates.</p>",
      "rawMarkdown": "Creating a thread to search for teammates.",
      "votes": null
    },
    {
      "id": "3124807",
      "postDate": "02/15/2025 12:58:28",
      "content": "<p>Hey everyone,</p>\n<p>Currently looking for endurant team members to tackle this competition. Current direction is extracting video features using YOLO, optical flow and training on tree-based models. If you have good idea, please feel free to reach out.</p>",
      "rawMarkdown": "Hey everyone,\n\nCurrently looking for endurant team members to tackle this competition. Current direction is extracting video features using YOLO, optical flow and training on tree-based models. If you have good idea, please feel free to reach out.",
      "votes": null
    },
    {
      "id": "3130489",
      "postDate": "02/21/2025 17:21:48",
      "content": "<p>Hello, Are you still looking for someone to work on this with? I'm new to this stuff, but I think clustering would be a nice attempt on this.</p>",
      "rawMarkdown": "Hello, Are you still looking for someone to work on this with? I'm new to this stuff, but I think clustering would be a nice attempt on this.",
      "votes": null
    },
    {
      "id": "3132949",
      "postDate": "02/24/2025 20:08:43",
      "content": "<p>Hello, I’m Poorna Chand, a Master’s student in AI at the University of Cincinnati. I recently joined this competition and am also looking for a team to collaborate with. While I’m new to competitions, I have experience working on various computer vision projects. Currently, I’m exploring DeepFlow (optical flow) for detecting sudden motion changes.</p>\n<p>I find your approach of Feature Engineering + Classic ML quite interesting! However, I do have some concerns about the manual nature of feature extraction and how this approach might limit the ability to learn directly from raw spatiotemporal data. I’d love to hear your thoughts on this—perhaps we can discuss ways to complement it with deep learning methods? Looking forward to connecting! 😊</p>",
      "rawMarkdown": "Hello, I’m Poorna Chand, a Master’s student in AI at the University of Cincinnati. I recently joined this competition and am also looking for a team to collaborate with. While I’m new to competitions, I have experience working on various computer vision projects. Currently, I’m exploring DeepFlow (optical flow) for detecting sudden motion changes.\n\nI find your approach of Feature Engineering + Classic ML quite interesting! However, I do have some concerns about the manual nature of feature extraction and how this approach might limit the ability to learn directly from raw spatiotemporal data. I’d love to hear your thoughts on this—perhaps we can discuss ways to complement it with deep learning methods? Looking forward to connecting! 😊",
      "votes": null
    },
    {
      "id": "3145394",
      "postDate": "03/09/2025 18:28:23",
      "content": "<p>If you are still looking for members let me know, I am a data science degree student and have some ideas. </p>\n<p>Happy to share privately! </p>",
      "rawMarkdown": "If you are still looking for members let me know, I am a data science degree student and have some ideas. \n\nHappy to share privately!",
      "votes": null
    },
    {
      "id": "3157193",
      "postDate": "03/23/2025 05:28:32",
      "content": "<p>hi are you still looking for a teammate ?</p>",
      "rawMarkdown": "hi are you still looking for a teammate ?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3124807,
      "author_name": "madarshbb",
      "author_url": "",
      "post_date": "02/15/2025 12:58:28",
      "content": "<p>Hey everyone,</p>\n<p>Currently looking for endurant team members to tackle this competition. Current direction is extracting video features using YOLO, optical flow and training on tree-based models. If you have good idea, please feel free to reach out.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3130489,
      "author_name": "bradleymeyers",
      "author_url": "",
      "post_date": "02/21/2025 17:21:48",
      "content": "<p>Hello, Are you still looking for someone to work on this with? I'm new to this stuff, but I think clustering would be a nice attempt on this.</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3132949,
      "author_name": "poornachandk",
      "author_url": "",
      "post_date": "02/24/2025 20:08:43",
      "content": "<p>Hello, I’m Poorna Chand, a Master’s student in AI at the University of Cincinnati. I recently joined this competition and am also looking for a team to collaborate with. While I’m new to competitions, I have experience working on various computer vision projects. Currently, I’m exploring DeepFlow (optical flow) for detecting sudden motion changes.</p>\n<p>I find your approach of Feature Engineering + Classic ML quite interesting! However, I do have some concerns about the manual nature of feature extraction and how this approach might limit the ability to learn directly from raw spatiotemporal data. I’d love to hear your thoughts on this—perhaps we can discuss ways to complement it with deep learning methods? Looking forward to connecting! 😊</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 3145394,
      "author_name": "adammlamali",
      "author_url": "",
      "post_date": "03/09/2025 18:28:23",
      "content": "<p>If you are still looking for members let me know, I am a data science degree student and have some ideas. </p>\n<p>Happy to share privately! </p>",
      "votes": null,
      "replies": [
        {
          "id": 3157193,
          "author_name": "sokolat",
          "author_url": "",
          "post_date": "03/23/2025 05:28:32",
          "content": "<p>hi are you still looking for a teammate ?</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3124805": "Creating a thread to search for teammates.",
    "3124807": "Hey everyone,\n\nCurrently looking for endurant team members to tackle this competition. Current direction is extracting video features using YOLO, optical flow and training on tree-based models. If you have good idea, please feel free to reach out.",
    "3130489": "Hello, Are you still looking for someone to work on this with? I'm new to this stuff, but I think clustering would be a nice attempt on this.",
    "3132949": "Hello, I’m Poorna Chand, a Master’s student in AI at the University of Cincinnati. I recently joined this competition and am also looking for a team to collaborate with. While I’m new to competitions, I have experience working on various computer vision projects. Currently, I’m exploring DeepFlow (optical flow) for detecting sudden motion changes.\n\nI find your approach of Feature Engineering + Classic ML quite interesting! However, I do have some concerns about the manual nature of feature extraction and how this approach might limit the ability to learn directly from raw spatiotemporal data. I’d love to hear your thoughts on this—perhaps we can discuss ways to complement it with deep learning methods? Looking forward to connecting! 😊",
    "3145394": "If you are still looking for members let me know, I am a data science degree student and have some ideas. \n\nHappy to share privately!",
    "3157193": "hi are you still looking for a teammate ?"
  },
  "source": "meta"
}