Introduction: The Project
A large (really large) locomotive repair facility that is in an ongoing 'digital transformation process.' The goal is to provide a solution to determine the number of locomotives in the facility and their accurate positions. To achieve it, a bunch of IP cameras were deployed to cover all repair stations. Specifics of deployment: no single camera can see the whole locomotive due to the facility's configuration and locomotive size.
In this article, we will not discuss the ML methods that we used in this project. The goal is to show monolith to micro-services transformation and why it's useful.
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