Overview of FastAPI
Explore FastAPI as a tool for deploying image classification models. Understand its REST API support, automatic documentation, data validation with pydantic, and security features. Gain knowledge on different deployment methods using Uvicorn and Gunicorn to effectively serve your model.
We'll cover the following...
We'll cover the following...
FastAPI is a Python web framework for building RESTful APIs. It strictly adheres to the OpenAPI specification for API creation.
At its core, it provides the following features:
- Automatic documentation with JSON schema.
- Data validation using Python-style type annotations.
- In-process background tasks.
- Startup and shutdown events for the initialization and termination of processes.