Sign Language to Text and Speech Conversion using OpenCV | Realtime Sign Language Detection
Sign Language Recognition using Machine Learning
☎️ Contact Us For More Queries:-
📲 Call/WhatsApp: +91-9460060699
📺 Instagram: / pythonprojects_
🌎 Website: https://techieprojects.com/
🌐 Blog: https://techieprojects.com/sign-langu...
In this project it works on Sign to Text Conversion Project, ML model is trained on large dataset of images of word (i.e., call, good, hello, house, no, ok, etc.). User have to show the exact sign of alphabets, digits and word from hand gesture in front of camera to detect the type of sign it is. Machine Learning model is trained on YOLO Algorithm to detect the hand signs.
Software Requirements :-
• Coding Language : Python
• Implementation: Software Framework.
• Operating system : Windows 10 / 11.
• Graphical User Interface : Tkinter
Hardware Requirement :-
• Input Devices : Keyboard, Mouse.
• System : Pentium i3 Processor.
• Hard Disk : 500 GB.
• Ram : 4 GB.
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
💡 Checkout Related Projects:-
1. OpenCV Projects:-
• OpenCV Projects
2. Database Management System:-
• Database Management System
3. Android App:-
• Android App Projects
4. Machine Learning Projects:-
• Machine Learning Projects
5. Deep Learning Projects:-
• Deep Learning Projects
6. Image Processing Projects:-
• Image Processing Projects
7. Artificial Intelligence Projects:-
• Artificial Intelligence Projects
8. Cyber Security Projects:-
• Cyber Security Projects
9. Game Development Projects:-
• Game Development
10. Web Development Projects:-
• Web Development Projects