1. Prerequisite

Requirements

🖥️Hardware:

Our solutions was developed with minial requirements. given the use of non deep learning algorithms there are no hard hardware requirements. for relative small amounts of data a VM with 4C CPU and 8GB ram are more than enough. If you are eager to use our auto encoder implementation we recommend a more sophisticated system with at least 16GB VRAM.

💾Software: We recommend the deploymend via Docker. Altough a baremetal deployment is possible, we designed our solution with containerization in mind. Our solution is a statless inference system. Theres no additional software needed, nor do we use additional docker containers.

🧪 Test-system: Ubuntu 22.04 with docker / docker-compose.