Sign Language Detection Computer Vision Project

Thesis proj

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Description

Here are a few use cases for this project:

  1. Educational Tools for Hearing-Impaired Students: The "Sign Language Detection" model can work as an interactive assistant for hearing-impaired students, helping them learn and practice alphabet sign language. It can verify if the student is making the correct sign gestures, which provides real-time feedback on their learning progress.

  2. Virtual Sign Language Interpreter: This model can be used to create applications that act as a virtual interpreter for someone communicating through sign language to a non-expert person. Such application may bridge the communication gap between the hearing and the non-hearing people.

  3. Live Event Accessibility: The model could be applied at live conferences, presentations, or lessons to provide real-time sign language interpretation, making the content more accessible to hearing-impaired individuals.

  4. Hearing-Impaired Communication Support in Healthcare: In healthcare services, this model can be utilized to improvise communication with hearing-impaired patients. The system can detect sign language and translate it to text/speech, facilitating smooth communication.

  5. Interactive Sign Language Television Shows or Video Games: The model could be incorporated into television shows or video games to make them more interactive, allowing the audience or players to engage by signing certain alphabet letters. This can be particularly useful in educational content, increasing the entertainment and engagement value for the content.

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            sign-language-detection-fpaxu_dataset,
                            title = { Sign Language Detection Dataset },
                            type = { Open Source Dataset },
                            author = { Thesis proj },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-proj/sign-language-detection-fpaxu } },
                            url = { https://universe.roboflow.com/thesis-proj/sign-language-detection-fpaxu },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-22 },
                            }
                        
                    

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