miscellaneous-7

Seismic Interpretation

3260 papers • 126 benchmarks • 313 datasets

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Benchmarks

These leaderboards are used to track progress in seismic-interpretation-7

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Libraries

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Use these libraries to find seismic-interpretation-7 models and implementations

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Subtasks

Facies Classification Seismic Detection

Most implemented papers

A Machine Learning Benchmark for Facies Classification

G. Al-Regib, Yazeed Alaudah, P. Michalowicz, Motaz Alfarraj•Fri Jan 11 2019

This work opens-source a fully-annotated 3D geological model of the Netherlands F3 Block, based on the study of the 3D seismic data in addition to 26 well logs, and proposes two baseline models for facies classification based on a deconvolution network architecture and makes their codes publicly available.

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Man-Recon: Manifold Learning For Reconstruction With Deep Autoencoder For Smart Seismic Interpretation

Ahmad Mustafa, Ghassan Alregib•Sat Sep 18 2021

This work proposes an active learning method based on jointly learning representations for supervised and unsupervised tasks that significantly outperforms contemporary methods to achieve the highest mean Intersection-Over-Union value of 0.773.

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Paper Graph

Adding a benchmark result helps the community track progress.