Use Caffe to predict in C++
Purpose
Include Caffe to do predict in C++
Requirement
Have installed Caffe depedencies successfully
- Grap the source
git clone --recursive https://github.com/tzutalin/caffe_test.git
- Download the model:
$ cd data; sh download_caffe_model.sh
- Build Caffe
$ cd caffe
$ cp Makefile.config.example Makefile.config
$ vi Makefile.config
Uncommnet CPU_ONLY := 1
$ make all ; make distribute
How to build the sample
$ cd $ros_test
$ make all
Usage:
./TestCaffe deploy.prototxt network.caffemodel mean.binaryproto labels.txt img.jpg
$ ./TestCaffe data/deploy.prototxt data/bvlc_reference_caffenet.caffemodel data/imagenet_mean.binaryproto data/synset_words.txt data/cat.jpg
Output:
---------- Prediction for data/cat.jpg ----------
0.1384 - "n02123159 tiger cat"
0.1302 - "n02123045 tabby, tabby cat"
0.1138 - "n02085620 Chihuahua"
0.1076 - "n02094433 Yorkshire terrier"
0.0914 - "n02123394 Persian cat"
You can build it using Eclipse
http://tzutalin.blogspot.tw/2015/05/caffe-on-ubuntu-eclipse-cc.html