Employees today are more mobile than ever. As we saw, due to COVID-19 the majority of organizations moved their employees to a work from home model overnight. This quick change of location forced businesses to implement solutions that would provide their workforces secure remote access to an increasingly complex corporate network.

This blog post is a first of a series on how to leverage PyTorch’s ecosystem tools to easily jumpstart your ML / DL project. The first part of this blog describes common problems appearing when developing ML / DL solutions, and the second describes a simple image classification example demonstrating how to use Allegro Trains and PyTorch to address those problems.

There are lots of applications that users use these days. Some are accessed via the internet while some of them are installed on the user’s computer. The former being categorized as the web-based applications while the latter falling into the desktop applications category. There are a lot of differences in the operating mechanisms of both and some groups even consider either one of them as being better than the other.

With over 1.5 million members, Touring Club Suisse is the largest mobility club in Switzerland. Founded in 1896, TCS provides assistance, road safety education and accident prevention to all travelers and vehicles along the entire Swiss road infrastructure. TCS adopted Xray for their test management in 2015, which allowed them to manage all the testing activity in Jira and have a simple and solid QA and release process all in Jira.