Seismic horizon detection with neural networks

no code implementations • 10 Jan 2020 • Alexander Koryagin, Darima Mylzenova, Roman Khudorozhkov, Sergey Tsimfer

Over the last few years, Convolutional Neural Networks (CNNs) were successfully adopted in numerous domains to solve various image-related tasks, ranging from simple classification to fine borders annotation.

SeismiQB -- a novel framework for deep learning with seismic data

no code implementations • 10 Jan 2020 • Alexander Koryagin, Roman Khudorozhkov, Sergey Tsimfer, Darima Mylzenova

Unfortunately, many of the seismic processing tools were developed years before the era of machine learning, including the most popular SEG-Y data format for storing seismic cubes.