A smart glove specifically designed to enable speech impaired people to communicate with others by translating their performed gesture to speech with the help of Machine Learning and IoT. We are using hardware-based glove loaded with home-made flex sensor to capture data points and machine learning algorithm to map these gestures to speech dynamically in real-time. Usage of home-made flex sensor each costing under 10 INR which plays a vital role in capturing finger movement during the gesture, certainly makes GesTalk a cost-effective gadget. We were able to achieve a high prediction accuracy on the trained sample with our minimal prototype.
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