Can I read Deep Learning for Automated Rock Typing on EtoBox?
Deep Learning for Automated Rock Typing by Zafri Farid is a document available to read on EtoBox.
What is Deep Learning for Automated Rock Typing about?
The paper presents a method for automating rock typing using deep convolutional neural networks (CNNs), significantly reducing the time required for accurate geological descriptions. By analyzing core images with architectures like GoogLeNet, the method achieves up to 95% accuracy, allowing geologists to describe 50 meters of core in just one minute. The study emphasizes the potential of machine learning to enhance efficiency in geological modeling and resource exploration.
- Author
- Zafri Farid
- Language
- EN