COMPUTER VISION

Medical Image Analysis with Deep Learning

Introduction: Processing and analysis of medical images; a rapidly growing industry expected to reach ~$4 billion by 2020. Recent advances in deep learning are helping to identify, classify, and quantify patterns in medical images. Deep Learning helps to exploit hierarchical feature representations learned exclusively from data without proper domain-specific knowledge. Deep learning is rapidly becoming...

Read more ...

Generative Adversarial Networks (GAN) Course for Beginners

Introduction: Generative models are gaining a lot of popularity recently among data scientists, mainly because they facilitate the building of AI systems that consume raw data from a source and automatically builds an understanding of it. Unlike supervised learning methods, generative models do not require labelled data. Generative adversarial networks (GANs) are a special class...

Read more ...