[PyData] Can you enhance that? Single Image Super Resolution - Katarzyna Kańska

PyData Warsaw 2018 The talk will introduce a problem of upscaling a picture with as small loss of quality as possible using deep learning techniques. What metric to use when evaluating the solution? Upsample the image in the beginning or near the end of your neural network? Which upscaling layers to use? Answers to these and more questions on this topic will be discussed. === www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, analytics, and visualization. PyData communities approach data science using many languages, including (but not limited to) Python, Julia, and R. PyData conferences aim to be accessible and community-driven, with novice to advanced level presentations. PyData tutorials and talks bring attendees the latest project features along with cutting-edge use cases.