Biola Adeyemi
Bachelors of Engineering in Agricultural and Biosystems Engineering with a career driven by a passion for exploring the intersection of machine learning/AI and biological systems. I am interested in building and testing statistical learning methods that can do a better job of analyzing data collected either through sensors or/and quantitative techniques to understand the relationships between plant, soil & water resources, nutrients & energy and environment.
Sessions
Between telescopes and satellite cameras and MRI machines and microscopes, scientists are producing more images than they can realistically look at. They need specialized viewers for multi-dimensional images, and automated tools to help process those images into knowledge. In this tutorial, we will cover the fundamentals of algorithmic image analysis, starting with how to think of images as NumPy arrays, moving on to basic image filtering, and finishing with a complete workflow: segmenting a 3D image into regions and making measurements on those regions. At every step, we will visualize and understand our work using matplotlib and napari.