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This paper presents a system for recognizing Indian Sign Language (ISL) to bridge communication gaps between deaf individuals and the hearing community. Utilizing the INCLUDE dataset, the authors developed a sign detector capable of recognizing numbers and potentially extending to other signs, achieving a maximum accuracy of 92.5% with a Convolutional Neural Network model. The project aims to enhance understanding and interaction between deaf and hearing individuals through technology-driven solutions.

Author

1d sc

Language

EN