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Python Programming Learning Circle
Python Programming Learning Circle
Nov 8, 2021 · Artificial Intelligence

YOLOv5 Tutorial: From YOLOv3 to YOLOv5, Code Walkthrough, Model Export (JIT & ONNX) and Usage

This article provides a comprehensive guide on YOLOv5, covering its background from YOLOv3, detailed code analysis of the model architecture, step‑by‑step instructions for running detect.py, configuring yolov5s.yaml, exporting the model to TorchScript JIT and ONNX formats, and practical inference examples using PyTorch and ONNX Runtime.

JITONNXPyTorch
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YOLOv5 Tutorial: From YOLOv3 to YOLOv5, Code Walkthrough, Model Export (JIT & ONNX) and Usage