Building A Simple API For Your ML Model With FastAPI

Machine learning models are powerful tools, but their impact is often confined to notebooks and research environments. To realize their full potential, we need to integrate them into real-world applications. FastAPI offers a streamlined and efficient way to create APIs that bridge this gap, making your models accessible to diverse use cases.

In this post, I will guide you through the process of building a simple API for a plant disease classification model using FastAPI.

KEY STEPS

1. Install FastAPI and …

api apis applications beginners bridge building diverse environments fastapi gap impact machine machine learning machine learning models making notebooks python research simple them tools webdev world