LightDetector

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It is aimed to help C++/Qt/QML/OpenCV developers by showing an example project how to develop a native cross-platform with single code bases which could

1 : Access camera frame of qml camera

2 : Bundle big binary files by android assets and how to load them

3 : Reuse deep learning models by opencv dnn module

4 : Use QtConcurrent to handle expensive algorithm, keep the ui alive

5 : Communicate between c++ and qml

6 : Draw predicted results by QQuickPaintedItem

You can find the source codes at https://github.com/stereomatchingkiss/blogCodes2/tree/master/cross_platform_dl/final.

This project use pre-trained model of caffe, my blog(http://qtandopencv.blogspot.my/2017/08/let-us-create-semantic-segmentation.html) write down how to trained your deep learning models, they include image classification, super-resolution, semantic segmentation and neural style transfer.

For all other questions, send me an email [email protected]