Title: Convolutional Neural Networks as Aid in Core Lithofacies Classification
Time: Fri, Dec 18, 2020 12-1pm PST
Speaker: Rafael Pires de Lima
Audience: Any one who loves rocks, appreciates geology, and is interested in rock images, deep learning and computer vision.
Description: Artificial intelligence methods have a very wide range of applications, from speech recognition to self-driving cars. However, little has been done to transport this new image classification technology to geoscientific problems. The core image classification technique has the potential to greatly standardize and accelerate the core description process. Dr. Rafael Pires de Lima will talk about his recent article with us on using CNNs to identify lithofacies in cores.
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