Due to the recent drift of technology and enhanced computation power (using GPU’s) this new paradigm of deep learning based architectures got extensively explored. These architectures have been exploited by all communities to solve almost all types of computer vision as well as image processing problems. Algorithms have to be implemented over GPU enabled systems, so as to be optimized over very high dimensional parametric space.
Recently, in all top-tier conferences like CVPR, ECCV, ICCV, NIPS, ICLR huge amount of work has been presented to exploit the power of CNN, RNN, Autoencoders, GANS and other related deep learning architecture to solve problem in the domain of Computer Vision, Image Processing, Speech Processing, NLP etc. This will be a practical oriented workshop which will cover extensive hands-on sessions on Deep Learning.