Graduate from Kharkiv National University of Economics. He has more than ten years of experience in project management, digital marketing, consulting, Tech/IT startups. Since 2014 is the founder and CEO in Logic IT Solutions which specializes in software developing for mobile and web platforms (Mobile&Web development, UI design, Embedded, Artificial intelligence). Since 2015 together with a partner started active development in the field of image and video processing using neural networks.
Topic: Real-time video stream transformation with neural networks
Short Description: Interest to image transformation via neural networks surged recently after August 2015 publication of scientific paper of Gatys et al. where he and his colleagues proposed method of style transfer from one image to another. Number of papers were published on this topic afterwards and multiple implementations were developed by individual developers. In tooLook we aimed for performing such style transfer in real-time for video stream. Despite that there are multiple existing libraries for computer vision in general none of them proved to be suitable for the task. We will talk about our experience, problems we met and how we solved it.