View Proposal

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Proposer

Mahmoud Mousa

Title

Sign language Recognizer for English language

Goal

This project is a good way to use AI to help people with disabilities.

Description

You will need to collect videos of people signing and their corresponding text transcriptions or use an open-source dataset from the web. You can then use this data to train a machine learning model to recognize sign language. This project will be done on two stages: The first stage is to use images to train your model so that it recognizes the sign language represented by each picture. Next, you need to consider inputting videos, selecting frames, processing it and outputting the recognized English description. Furthermore, the output description could be translated into voice using known APIs.

Resources

Background

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

0

Supervisor

Mahmoud Mousa

Keywords

sign language recognizer, computer vision, deep learning

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Bachelor of Science in Computing Science
Postgraduate Diploma in Artificial Intelligence