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qrcode-detect's Introduction

二维码检测系统

腾讯开源系统的运行

步骤见详细教程

wechat_qrcode使用caffe编写,包含检测模型和超分模型,每个模型有模型文件prototxt和权重文件caffemodel

系统使用OpenCV读入caffe模型进行推理,该部分组件保存在OpenCV扩展库opencv_contrib中,其中还包含了Zxing用于二维码数据的具体解析

该组件的核心函数为detectAndDecode,完成了定位和解码

该组件可以用C++或Python运行,需要下载参数文件和模型文件,构造带有opencv_contrib的OpenCV,且版本不低于4.5.3

caffe模型转onnx和Pytorch,搭建模型

caffe读取模型并绘图

步骤见详细教程

Zxing和Zbar的运行和测试

数据集搜集,建立benchmark和评价指标,自动化

TVM、MLIR、NCNN进行模型推理加速

对抗生成模型研究

qrcode-detect's People

Contributors

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Watchers

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Forkers

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