Fault Detection using Residual Neural Networks

P Woźniakowska, Marcelo Guarido, Daniel O. Trad, David J. Emery, David W. S. Eaton

This chapter presents an example of automated fault detection using Residual Neural Network. In this work, synthetic data set from the FORCE: Seismic fault Mapping competition was used. We present how the popular image segmentation technique can be used to identify faults on the 2D images exported from the 3D synthetic seismic cube.