Challenges:

  • High human factor influence
  • Large time costs

Solution:

  • Implementation of deep learning algorithms to automate most of the research

Result:

  • A significant increase in the accuracy of quantitative analysis of the core microstructure characteristics and an increase in petrographic analysis rate