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Generative Adversarial Networks for Speech Technology Applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The deep learning renaissance has enabled the machines to understand the observed data in terms of a hierarchy of representations. This allows the machines to learn complicated nonlinear relationships between the representative ...
Multi-class diagnosis of diabetic retinopathy using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
Diabetic Retinopathy is the main cause of blindness in the modern world. As per
studies, around 40-45% of people suffering from diabetes have DR in their later
stages of life. All the forms of diabetic eye disease have ...
Learning cross domain relations using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
The Generative Adversarial Networks (GAN) have achieved exemplary performance
in generating realistic images. They also perform image to image translation
and produce good results for the same. In this thesis, we explore ...
Thinning of handwritten Gujarati numerals
(Dhirubhai Ambani Institute of Information and Communication Technology, 2018)
skeletonization "also known as Thinning" is one of the crucial approach of featureextraction and recognition task.Thinning is a most significant pre-processingtechnique in many image processing applications such as Character ...