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Sign Language detection using AI/ML in python

The project uses LSTM and Holistic model ,Tensorflow, keras to detect and extract the key points in image. The program first gets the data through webcam that data and shows message of the signs.

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Built at DUHacks

Created on 17th July 2022

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Sign Language detection using AI/ML in python

The project uses LSTM and Holistic model ,Tensorflow, keras to detect and extract the key points in image. The program first gets the data through webcam that data and shows message of the signs.

The problem Sign Language detection using AI/ML in python solves

It helps to get a model through which we can train robots and those robots can be used for assistance to deaf and dumb people. This project is a small demo of how it'll translate the signs into messages.

Challenges we ran into

Learning AI/ML and implementing it

Technologies used

TensorFlow

Keras

Matplotlib

Python

AI/ML

Image Processing - Open CV

Mediapipe

Discussion

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