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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
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Postgraduate Diploma in Artificial Intelligence
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