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Sign Language Recognition System using Machine Learning

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This project works on Images as well as real-time hand gesture detection from laptop webcam. User have to upload any hand gesture image to machine learning model then it will identify the gesture Similarly It will detect word gesture, the laptop front camera will open and it identify real-time gestures and it try to recognize few signs like call, thank you, house, I love you, and yes etc. parallelly it will show accuracy of hand sign. Also converts the result in different languages like English, Hindi and kannada.

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.

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