Step-by-Step Guide on Deploying Yolo Model on Fast API

Youssef Hosni
Towards AI
Published in
12 min readFeb 15, 2023

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Object detection has become an essential task in computer vision applications, and the YOLO (You Only Look Once) model is one of the most popular solutions for this task.

YOLO is known for its impressive speed and accuracy in detecting multiple objects in an image. FastAPI, on the other hand, is a modern, fast (high-performance) web framework for building APIs with Python 3.7+ based on standard Python-type hints.

In this article, We will deploy a computer vision model trained to detect common objects in…

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