Working on Computer Vision tasks is always exciting for me. During my carrier I was working with many different types of images and was solving many different problems related to them in the fields of biology, medicine, genetics, climatology and many more. Today I would like to tell you about one of the most extraordinary use cases I’ve ever worked on.

Continue reading

Explainable Artificial Intelligence, or XAI for short, is a set of tools that helps us understand and interpret complicated “black box” machine and deep learning models and their predictions. In my previous post I showed you a sneak peek of my newest package called sauron, which allows you to explain decisions of Convolutional Neural Networks. I am really glad to say that beta version of sauron is finally here!

Continue reading

Author's picture

Michał Maj

I’m a chief data scientist with over 7 years of experience in the field, R/Shiny developer and a freelancer interested in deep/machine learning and statistics. I love challenges and I’m always ready to help solving data science problems. In my day to day work I am responsible for designing, testing and development of advanced deep and machine learning models in R and Python.

Data Scientist