12:45 - 01:30 PM (IST), December 05, 2020, 5th IAPR International Conference on Computer Vision & Image Processing
It has become a common practice to use artificial intelligent (AI) enabled solutions in most of our day to day activities encompassing many domains including medical sciences, education, sports, etc. The existence of machine learning algorithms in general, appearance of deep learning algorithms in specific impacted a lot on possibility of making the world a safer place to live using next generation AI powered products. However, deployment of AI based solutions in a real environment working on live data needs tremendous amount efforts to be put in by research community. This talk is towards highlighting challenges and opportunities for the AI scientists towards bringing AI products in reality. Various computer vision based use cases will be presented along with solutions that suit real environment. The science of both machine learning and deep learning will be presented initially and subsequently different challenges along with opportunities for the data scientists shall be detailed through some interesting examples.
Dr. D S Guru is currently a Professor of Computer Science at University of Mysore. He graduated from University of Mysore holding Rank positions both at Bachelor’s and Master’s levels. After obtaining Ph.D from University of Mysore, he was at PRIP Lab, Michigan State University for his postdoctoral work. He was with Nymo Pvt Ltd as senior research scientist working towards productization of computer vision solutions. He is a recipient of BOYSCAST fellowship from DST, Gout of India, ARP award from VGST, Gout of Karnataka, India, and he is identified as a best ethical teacher at higher education by Rotary North Mysore. He chaired sessions and delivered lectures at many international conferences and workshops in India and also outside India including USA, China, Russia. He is a life member of several academic cum professional bodies. He serves as an associate editor for journal of Pattern Recognition and as a reviewer for many international journals. He edited 5 books and authored 3 text books. He has published 80+ research papers in reputed journals and more than 300 papers in proceedings of reputed conferences. His areas of research interest include image processing, pattern recognition, symbolic data analysis and data indexing. He is also an educationist being a founder trustee of Maharaja Education Trust in Mysore which established schools, colleges including colleges for engineering education.