A resource for demonstrating the visual component after training a neural network. Thanks to Streamlit, the customer can test the neural network before launching the service. So the product can be improved if there are bad results.
Converts requests received from Nginx into a format that the web application can process, and also runs code when necessary.
Elasticsearch is a database with a built-in ANN algorithm not found in other databases.
ANN (Approximate Nearest Neighbor) is an algorithm that quickly and efficiently finds a huge number of examples.
Downloads and launches the necessary services from the Internet. It can process them very quickly and is usually configured to start only those services that the web application really needs.
Thanks to this function, the model learns to separate figures in such a way as to find the right person among similar ones.
Docker - инструмент, в котором есть все
необходимые библиотеки и программы для работы нейросети. Благодаря ему, нейросеть можно легко и просто запустить на любом компьютере.
A framework for creating web applications, thanks to which the logic of interaction with a neural network via the Internet is configured.