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Aipic-V1.0

基于深度学习的智能图像分类系统

前提条件

1. Caffe C++ 接口,或者 OpenCV dnn 模块。(推荐使用前者,更方便灵活) 需要首先编译好exe文件:CaffeSeg.exe,并替换tools下的该软件,工程在这里https://github.com/muyouhang/CaffeSeg
2. VS2015 编译器,这是由于OpenCV3.2对C++11特性的要求
3. OpenCV3.2 with opencv_contrib 

软件功能

1.图像文件批量导入和浏览
2.图像特征提取和可视化: SIFT SURF ORB LBP HOG Hist
3.Hand-Crafted分类器训练: 分类器支持 SVM、KNN ,特征支持: ORB SIFT SURF(BOW处理,CPU计算)
4.基于Caffe的CNN图像分类(GPU计算)
5.TODO:Caffe CNN feature vision

软件使用教程

请看这里:How to use

软件界面

GUI

Feature Extract

Train Classifier

Image Classify

aipic_v1.0's People

Contributors

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