Bridging the Gap Through Gesture

A state-of-the-art Sign Language to Text and Speech conversion system powered by Deep Learning and Computer Vision.

Explore Features
Sign Language AI Tracking
Real-time Recognition

Powerful Capabilities

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Precision Tracking

Utilizing MediaPipe for pinpoint accuracy in hand landmark detection with high-frequency updates.

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CNN Intelligence

Custom trained Convolutional Neural Network (CNN) architecture optimized for sign gesture classification.

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Vocal Synthesis

Instantaneous text-to-speech conversion allows for natural communication with spoken-word feedback.

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Smart Suggestions

Context-aware word suggestions and spell-checking powered by Enchant integration.

Technology Under the Hood

Python TensorFlow Keras OpenCV MediaPipe Tkinter NumPy