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Sign Language Identifier

Sign Language Identifier

Newer fields like AI,and Data Science will have a great influence on our lives . But are these advancements taking the impaired into consideration?

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Built at Data Science Hack'22

Created on 4th September 2022

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Sign Language Identifier

Sign Language Identifier

Newer fields like AI,and Data Science will have a great influence on our lives . But are these advancements taking the impaired into consideration?

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The problem Sign Language Identifier solves

Aims to create a sign language detection system to help the hearing and speech impaired without having to have a need for an aid.

Challenges we ran into

We have faced difficulty in deploying our yolov5 model. It was hard to open in opencv but we over came it in no time, We also faced difficulty in connecting the backend with frontend. Both independently work perfectly fine, but connecting them was a major challenge

Technologies used

Django

PyTorch

OpenCV

Transfer Learning

YOLOV5

Discussion

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