ItsNotRohit02/AI-Enabled-Sign-Language-Communication-System
This is a Streamlit app that detects, classifies, and translates Indian Sign Language (ISL) using custom-trained YOLOv8 and Vision Transformer (ViT) models. It supports real-time image capture, multi-language text translation, and text-to-speech conversion, enhancing accessibility and communication for ISL users.
This system helps individuals communicate using Indian Sign Language (ISL) by translating signs into spoken language and text. You can capture live signs, which the system processes to detect, classify, and translate them into text across multiple languages, then convert that text into speech. This tool is ideal for ISL users, their family members, educators, or anyone interacting with the Deaf and hard-of-hearing community.
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Use this if you need a real-time tool to interpret Indian Sign Language gestures into spoken words or text, breaking down communication barriers.
Not ideal if you are looking for a system to translate sign languages other than Indian Sign Language, or if you need a solution for complex conversations requiring nuanced interpretation beyond individual signs.
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Aug 25, 2024
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