Not everyone knows how to interpret the sign language. Hence, we use a sensor based glove to overcome this issue. Currently, the system is able to successfully classify 21 letters and basic phrases with an accuracy of 93% for the chosen value of K in the nearest neighbor algorithm.H S ...
The team anticipates selling each glove for around US$200 if they can get them to mass production. If they do manage to get them to market, they would sell the system with a library of standard gestures. However, with sign language varying greatly around the world, the team says users c...
sign-language hacktoberfest action-recognition sign-language-recognition-system sign-language-interpreter Updated Apr 5, 2024 Jupyter Notebook ImanOu123 / aslAutomatedInterpreter Star 1 Code Issues Pull requests An automated ASL interpreter. The project will involve a robotic glove that detects ...
We designed and built a glove to be worn on the right hand that uses a Machine Learning (ML) algorithm to translate sign language into spoken English. Every person’s hand is a unique size and shape, and we aimed to create a device that could provide reliable translations regardless of th...
sign language n. 1.A language that uses a system of manual, facial, and other body movements as the means of communication, especially among deaf people. 2.A method of communication, as between speakers of different languages, that uses hand movements and other gestures. ...
AI enabled sign language recognition and VR space bidirectional communication using triboelectric smart glove Article Open access 10 September 2021 Sign language recognition based on dual-path background erasure convolutional neural network Article Open access 18 May 2024 Introduction Spoken language is...
Ahmed MA, Zaidan BB, Zaidan AA, Alamoodi AH, Albahri OS, Al-Qaysi ZT, Albahri AS, Salih MM (2021) Real-time sign language framework based on wearable device: analysis of MSL, DataGlove, and gesture recognition. Soft Computing. 25(16):11101–22. https://doi.org/10.1007/s00500-021...
Sign language recognition, especially the sentence recognition, is of great significance for lowering the communication barrier between the hearing/speech impaired and the non-signers. The general glove solutions, which are employed to detect motions of our dexterous hands, only achieve recognizing discre...
• A survey on the sign language machine translation task. • An extensive review on traditional and neural sign language translation systems. • Results from the literature for the RWTH-PHOENIX-2014T dataset are provided. • Sign language translation datasets are summarised. • Sign languag...
Nicholas Born.,“Senior Project Sign Language Glove”, ELECTRICAL ENGINEERING DEPARTMENT. California Polytechnic State University, 1-49,2010. Google Scholar [8] Kirsten Ellis and Jan Carlo Barca.“Exploring Sensor Gloves for Teaching Children Sign Language. Advances in Human-Computer Interaction”.1-8...