cuplgb / lina-seismic-playground

Machine Learning/ Deep Learning processing Seismic data

Lina-Seismic-Playground

Description

Seismic data processing using state-of-the-art Machine Learning methods.
On primarily exploration we start with:

• Data Preprocessing
  • Etract Patches from Seismic Gather
  • Patches Augment
• Data Denoise
  • Dictionary Learning
  • AutoEncoder
  • CNN
  • Resnet
• Waveform Detection
  • First Break
• Miscellaneous
  • Ancient Monument Word Inpainting

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If you wanna join the playground project or have any problem about it, contact me at [email protected]
Copyright China University of Petroleum(CUP) SiyuanCao Lab 2018
Later I will push the code in Matlab Python and Jupyter Notebook for your reference.
Citation is needed if you use the repository for your research or any commercial application.