Catalyst is a PyTorch framework for Deep Learning Research and Development. It focuses on reproducibility, rapid experimentation, and codebase reuse so you can create something new rather than write ...

MNIST is overused. In this April 2017 Twitter thread, Google Brain research scientist and deep learning expert Ian Goodfellow calls for people to move away from MNIST. MNIST can not represent modern ...

Abstract: Image classification plays an important role in remote sensing. Earth observation (EO) has inevitably arrived in the big data era, but the high requirement on computation power has already ...

Muhammad Shafique (Senior Member, IEEE) received the Ph.D. degree in computer science from Karlsruhe Institute of Technology (KIT), Germany, in 2011. In October 2016, he joined the Faculty of ...