SMRTR ProgrammingJul 28, 2025Daily.dev

Run YOLO Model in the Browser with ONNX, WebAssembly, and Next.js

SMRTR summary

A new tutorial demonstrates how to run YOLO object detection models directly in web browsers using ONNX and WebAssembly. This approach allows real-time inference without servers by leveraging modern browser capabilities. The guide covers exporting YOLO models to ONNX format, implementing inference logic with OpenCV.js and ONNX Runtime Web, and building a responsive frontend with Next.js. It enables privacy-preserving, low-latency object detection that runs entirely client-side.

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