Data Science Guts https://datascienceguts.com/ Recent content on Data Science Guts Hugo -- gohugo.io en-us Wed, 25 Jan 2023 01:00:00 +0000 Deep learning–based automated measurements of the scrotal circumference of Norwegian Red bulls from 3D images https://datascienceguts.com/2023/01/deep-learningbased-automated-measurements-of-the-scrotal-circumference-of-norwegian-red-bulls-from-3d-images/ Wed, 25 Jan 2023 01:00:00 +0000 https://datascienceguts.com/2023/01/deep-learningbased-automated-measurements-of-the-scrotal-circumference-of-norwegian-red-bulls-from-3d-images/ <p>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.</p> Explaining predictions of Convolutional Neural Networks with 'sauron' package. https://datascienceguts.com/2021/01/explaining-predictions-of-convolutional-neural-networks-with-sauron-package/ Sun, 10 Jan 2021 01:00:00 +0000 https://datascienceguts.com/2021/01/explaining-predictions-of-convolutional-neural-networks-with-sauron-package/ <script src="https://datascienceguts.com/rmarkdown-libs/header-attrs/header-attrs.js"></script> <p>Explainable Artificial Intelligence, or <strong>XAI</strong> for short, is a set of tools that helps us understand and interpret complicated <strong>“black box”</strong> machine and deep learning models and their predictions. In my previous post I showed you a sneak peek of my newest package called <strong>sauron</strong>, which allows you to explain decisions of Convolutional Neural Networks. I am really glad to say that beta version of <strong>sauron</strong> is finally here!</p>