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WeChat-QRCode-NCNN

WeChatQRCode是微信AI团队推出的二维码引擎,但原工作采用caffe,开源于OpenCV

(!!!这个原始引擎不是我做的,我只是移植而已!!!)

本人是ncnn狂热爱好者,看不得腾讯家的东西被caffe ntr了,因此把它弄到ncnn上,正本清源。

公众号介绍:传送门

原始代码:传送门

本项目工作:将该引擎的推理部分从caffe挪到了腾讯自家的ncnn上

简单介绍

该版本引擎工作流程简单介绍: 1. 二维码检测,ncnn跑detect模型 2. 二维码超分,ncnn跑sr模型 3. 二维码解码,使用zxing-cpp

优点

  1. 调用简单:
cv::Ptr<cv::wechat_qrcode::WeChatQRCode> detector = cv::makePtr<cv::wechat_qrcode::WeChatQRCode>("assert/detect.param", "assert/detect.bin", "assert/sr.param", "assert/sr.bin");
vector<cv::Mat> points;
vector<string> res = detector->detectAndDecode(img, points);
  1. 工程小: detect模型+sr模型加起来只有960KB,即便是直接编译到工程里面也非常小

效果

说明:手机是红米7,骁龙632(超级典型的百元机),代码是实时一直检测和解码的所以用起来可能会觉得比较卡,设备好的话应该不会卡,而且实际使用都是one-shot的,应该没人跑实时的吧。

该APP已导出debug版本,here

工作内容

  • [x] x86平台的工作
  • [x] android平台的工作

声明

  1. 原始的推理引擎属于腾讯微信AI团队在OpenCV上的开源
  2. 本人所作工作仅仅是将推理的引擎从caffe换到了ncnn
  3. 商用等请参照官方的License!!!
  4. 开源不易(跪求star

Core symbols most depended-on inside this repo

Shape

Method 8,686
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C++100%
Java1%

Modules by API surface

Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86_64/include/glslang/Include/Types.h244 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86/include/glslang/Include/Types.h244 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/armeabi-v7a/include/glslang/Include/Types.h244 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/arm64-v8a/include/glslang/Include/Types.h244 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86_64/include/glslang/MachineIndependent/localintermediate.h175 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86/include/glslang/MachineIndependent/localintermediate.h175 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/armeabi-v7a/include/glslang/MachineIndependent/localintermediate.h175 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/arm64-v8a/include/glslang/MachineIndependent/localintermediate.h175 symbols
Project_x86/vs2019_ncnn_opencv-mobile_demo/vs2019_opencv-mobile_ncnn-dll_demo/vs2019_opencv-mobile_ncnn-dll_demo/opencv-mobile-4.5.1-windows-vs2019/x64/include/opencv2/core/cuda/detail/color_detail.hpp172 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/opencv-mobile-4.5.1-android/sdk/native/jni/include/opencv2/core/cuda/detail/color_detail.hpp172 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86_64/include/glslang/Include/intermediate.h167 symbols
Project_android/ncnn-android-nanodet/app/src/main/jni/ncnn-20210525-android-vulkan/x86/include/glslang/Include/intermediate.h167 symbols

For agents

$ claude mcp add QRCode-NCNN \
  -- python -m otcore.mcp_server <graph>

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