https://github.com/thomasgust/botsigner

A sign language recognition webapp I created with my code from the first Google Isolated Sign Language Recognition Competition on Kaggle where it scored 72/1165. The app was my final computational thinking project in 8th grade.
https://github.com/thomasgust/botsigner

american-sign-language asl mediapipe point-cloud point-clouds python tensorflow transformer

Last synced: 4 days ago
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A sign language recognition webapp I created with my code from the first Google Isolated Sign Language Recognition Competition on Kaggle where it scored 72/1165. The app was my final computational thinking project in 8th grade.

• Host: GitHub
• URL: https://github.com/thomasgust/botsigner
• Owner: ThomasGust
• Created: 2023-06-05T15:29:10.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-02-03T02:38:42.000Z (9 months ago)
• Last Synced: 2024-10-10T22:13:24.811Z (26 days ago)
• Topics: american-sign-language, asl, mediapipe, point-cloud, point-clouds, python, tensorflow, transformer
• Language: Python
• Homepage:
• Size: 26.5 MB
• Stars: 5
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# BotSigner

This is my final computational thinking project for 8th grade. The GUI is really bad, and is something I will try to improve if I ever come back to this project. It's an ASL recognition app that I hope to eventually turn into an ASL learning app. Powered by an AI model I submitted to the Kaggle Isolated Sign Language Recognition Competition.

The code for the GUI was a little rushed and the sidebar UI is taken from https://github.com/ingwant/PyQt5-Video-Book. Hopefully I will be able to improve this component of the project soon.

I also need to give shoutouts to Kagglers Mark Wijkhuizen and Henck23. Their code made it into this project in some way or another.