Beyond Barriers: How AI Empowers the Specially Abled

"Beyond Barriers" explores the redemptive potential of AI to overcome communication barriers for deaf and non-verbal populations. The book describes a revolutionary, camera-based sign language translator system intended for real-time translation. The technology is not only hypothesized as a concept but realized as an application to close large communication gaps in such vital sectors as healthcare, education, and social interaction. The story delves into the complex technical architecture of the system, such as the computer vision methods and machine learning algorithms necessary for proper sign language translation. It also openly addresses the numerous challenges encountered in development, such as the lack of standardization of sign languages across the world and the subtleties of facial expressions and body language that are essential to a comprehensive understanding. The book ends by pointing towards the vast future potential of this inclusive technology, anticipating a more accessible world with AI as a catalyst for a barrier-free society.

Autorentext

Myself Subhajyoti Halder, a Computer Science undergraduate major in AI & ML from Adamas University. Web development enthusiast, data analyst, and researcher in deep learning, I have been authored with Springer and taken part in national hackathons, demonstrating innovation, problem-solving, and leadership.

Klappentext

"Beyond Barriers" explores the redemptive potential of AI to overcome communication barriers for deaf and non-verbal populations. The book describes a revolutionary, camera-based sign language translator system intended for real-time translation. The technology is not only hypothesized as a concept but realized as an application to close large communication gaps in such vital sectors as healthcare, education, and social interaction. The story delves into the complex technical architecture of the system, such as the computer vision methods and machine learning algorithms necessary for proper sign language translation. It also openly addresses the numerous challenges encountered in development, such as the lack of standardization of sign languages across the world and the subtleties of facial expressions and body language that are essential to a comprehensive understanding. The book ends by pointing towards the vast future potential of this inclusive technology, anticipating a more accessible world with AI as a catalyst for a barrier-free society.