An encoder-decoder deep neural network for binary segmentation of seismic facies

Gefersom Lima, Felipe André Zeiser, Ariane da Silveira, Sandro José Rigo, Gabriel de Oliveira Ramos

Abstract: Highlights•We introduce DNFS, an encoder/decoder architecture with fewer parameters.•DNFS can segment an arbitrary number of seismic facies.•We deliver a specific dataset for segmenting seismic facies based on binary segmentation.