The invention belongs to but not limited to the technical field of
seismic facies intelligent identification, and particularly relates to a three-dimensional
seismic facies intelligent identification method and
system based on V-Net, and the method comprises the steps: S1, obtaining three-dimensional seismic data and a corresponding
seismic facies interpretation result; s2, establishing a learning sample for three-dimensional seismic phase identification; s3, building a seismic
facies intelligent identification model based on V-Net; and S4, identifying the three-dimensional seismic
facies of unknown data. According to the method, seismic
facies recognition is taken as a three-dimensional
image segmentation problem, and meanwhile, residual errors are added in modeling, so that the rationality of a model stretching
hypothesis space is optimized, and the precision of seismic facies intelligent recognition can be effectively improved. According to the method, the residual layer is added on the basis of three-dimensional U-Net modeling, the structure of the intelligent model is optimized, the reasonability of the model expanding
hypothesis space is guaranteed, and the overall
feature learning ability of the network is improved.