{
  "id": 417005,
  "title": "PopSignAI Preview: progress from last ASL competition",
  "url": "/competitions/asl-fingerspelling/discussion/417005",
  "author_name": "Thad Starner",
  "post_date": "2023-06-13T19:50:45.917000",
  "votes": 18,
  "comment_count": 1,
  "views": 0,
  "content": "<p>Folks-</p>\n<p><a href=\"https://play.google.com/store/apps/details?id=edu.gatech.popsignai\" target=\"_blank\">PopSign AI Preview</a></p>\n<p>has the most recent sign language recognition version of the the PopSign game mentioned at Google I/O.  It was the focus of the last competition. My team at Georgia Tech continues to work on integrating the game creation engine Unity with Mediapipe Holistic and TensorFlow Lite models.  Right now, it is working very well with Mediapipe Hands, but we need to do a lot more optimization to get Holistic to perform correctly.</p>\n<p>However, PopSign AI Preview now has seven playable levels based on a 2DCNN variant for the recognition.  It works pretty well and has been tested to work well on Pixel 7, 7Pro, and even Pixel 4A!  The next challenge is compiling it for iOS. Wish us luck!</p>",
  "messages": [
    {
      "id": 2301333,
      "postDate": "2023-06-13T19:50:45.917Z",
      "content": "<p>Folks-</p>\n<p><a href=\"https://play.google.com/store/apps/details?id=edu.gatech.popsignai\" target=\"_blank\">PopSign AI Preview</a></p>\n<p>has the most recent sign language recognition version of the the PopSign game mentioned at Google I/O.  It was the focus of the last competition. My team at Georgia Tech continues to work on integrating the game creation engine Unity with Mediapipe Holistic and TensorFlow Lite models.  Right now, it is working very well with Mediapipe Hands, but we need to do a lot more optimization to get Holistic to perform correctly.</p>\n<p>However, PopSign AI Preview now has seven playable levels based on a 2DCNN variant for the recognition.  It works pretty well and has been tested to work well on Pixel 7, 7Pro, and even Pixel 4A!  The next challenge is compiling it for iOS. Wish us luck!</p>",
      "rawMarkdown": "Folks-\n\n[PopSign AI Preview](https://play.google.com/store/apps/details?id=edu.gatech.popsignai)\n\nhas the most recent sign language recognition version of the the PopSign game mentioned at Google I/O.  It was the focus of the last competition. My team at Georgia Tech continues to work on integrating the game creation engine Unity with Mediapipe Holistic and TensorFlow Lite models.  Right now, it is working very well with Mediapipe Hands, but we need to do a lot more optimization to get Holistic to perform correctly.\n\nHowever, PopSign AI Preview now has seven playable levels based on a 2DCNN variant for the recognition.  It works pretty well and has been tested to work well on Pixel 7, 7Pro, and even Pixel 4A!  The next challenge is compiling it for iOS. Wish us luck!",
      "votes": 18
    },
    {
      "id": 2322033,
      "postDate": "2023-06-29T03:37:42.270Z",
      "content": "<p>Really amazing stuff! Good luck!</p>",
      "rawMarkdown": "Really amazing stuff! Good luck!"
    }
  ],
  "comments": [
    {
      "id": 2322033,
      "author_name": "Knightwing",
      "author_url": "",
      "post_date": "2023-06-29T03:37:42.270000",
      "content": "<p>Really amazing stuff! Good luck!</p>",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2301333": "Folks-\n\n[PopSign AI Preview](https://play.google.com/store/apps/details?id=edu.gatech.popsignai)\n\nhas the most recent sign language recognition version of the the PopSign game mentioned at Google I/O.  It was the focus of the last competition. My team at Georgia Tech continues to work on integrating the game creation engine Unity with Mediapipe Holistic and TensorFlow Lite models.  Right now, it is working very well with Mediapipe Hands, but we need to do a lot more optimization to get Holistic to perform correctly.\n\nHowever, PopSign AI Preview now has seven playable levels based on a 2DCNN variant for the recognition.  It works pretty well and has been tested to work well on Pixel 7, 7Pro, and even Pixel 4A!  The next challenge is compiling it for iOS. Wish us luck!",
    "2322033": "Really amazing stuff! Good luck!"
  }
}