Build a Web-based Object Detection System using YOLO

Photo by Paul Skorupskas on Unsplash

Overview

You Only Look Once (YOLO) is a state-of-the-art, real-time object detection system. In my previous articles, I walked through with you on how to serve DCGAN, PCGAN, ResNext, and DeepLabV3 models on different platforms. In this article, let’s see how to serve YOLOv5 using FastAPI WebSocket as backend, and React as front-end.

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Software engineer, Data Science and ML practitioner.

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alpha2phi

alpha2phi

Software engineer, Data Science and ML practitioner.

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