This hand gesture data image is converted to text using CNN (Convolutional Neural Networks) based deep learning ... point of this large problem where we want to achieve translation of static sign ...

Abstract: People who have hearing loss can communicate through sign language. The sign language will subsequently be converted into text, specifically alphabets. This paper presents the specifically ...

Automatic human gesture recognition from camera images is an interesting topic for developing vision. We propose a convolution neural network ... of American Sign Language and shows the output of the ...

Deep Learning beginners quickly learn that Recurrent Neural Network (RNNs) are for building models for sequential data tasks (such as language translation) whereas Convolutional Neural Networks ...

This paper presents a time-efficient preprocessing framework that converts any given 1D physiological signal recordings into a 2D image representation for ... based on shapes using a modified 2D ...