caffe項目工程化封裝FRCNN

各類坑!!想要作好,必定要本身一步步試,下載別人的總會出現各類問題.

步驟以下:(能夠把這些文件打包在一個文件加下,分兩個文件libs,include,必定要是本身的文件)

1 首先是配置caffe的VC++目錄中的include和庫文件。配置include lib dll都是坑，並且還分debug和release兩個版本。添加輸入項目須要注意，並且須要把編譯好的caffe.lib等等一系列東西拷貝到當前項目下。也就是caffe bulid文件夾下面的東西，包括caffe.lib 、libcaffe.lib、還有不少dll.

這個是debug_include配置圖

這個是debug_lib配置圖

這個是release_include配置圖

這個是release_lib配置圖

同時也須要在，項目屬性頁的連接器輸入中，填寫相應的lib，其中debug和release是不一樣的。如下是須要填寫的相應lib

//debug
opencv_calib3d2413d.lib
opencv_contrib2413d.lib
opencv_core2413d.lib
opencv_features2d2413d.lib
opencv_flann2413d.lib
opencv_gpu2413d.lib
opencv_highgui2413d.lib
opencv_imgproc2413d.lib
opencv_legacy2413d.lib
opencv_ml2413d.lib
opencv_objdetect2413d.lib
opencv_ts2413d.lib
opencv_video2413d.lib
caffe.lib
libcaffe.lib
cudart.lib
cublas.lib
curand.lib
gflagsd.lib
libglog.lib
libopenblas.dll.a
libprotobuf.lib
leveldb.lib
hdf5.lib
hdf5_hl.lib
Shlwapi.lib
//release
opencv_calib3d2410.lib
opencv_contrib2410.lib
opencv_core2410.lib
opencv_features2d2410.lib
opencv_flann2410.lib
opencv_gpu2410.lib
opencv_highgui2410.lib
opencv_imgproc2410.lib
opencv_legacy2410.lib
opencv_ml2410.lib
opencv_objdetect2410.lib
opencv_ts2410.lib
opencv_video2410.lib
caffe.lib
libcaffe.lib
cudart.lib
cublas.lib
curand.lib
gflags.lib
libglog.lib
libopenblas.dll.a
libprotobuf.lib
leveldb.lib
lmdb.lib
hdf5.lib
hdf5_hl.lib
Shlwapi.lib

 

 

3 直接編譯後會出現的問題是F0519 14:54:12.494139 14504 layer_factory.hpp:77] Check failed: registry.count(t ype) == 1 (0 vs. 1) Unknown layer type: Input (known types: Input ),百度後發現是要加頭文件！http://blog.csdn.net/fangjin_kl/article/details/50936952#0-tsina-1-63793-397232819ff9a47a7b7e80a40613cfe1

所以安裝上面說的新建一個head.h    

參考

 

 1 #include<caffe/common.hpp>
 2 #include<caffe/proto/caffe.pb.h>
 3 #include<caffe/layers/batch_norm_layer.hpp>
 4 #include<caffe/layers/bias_layer.hpp>
 5 #include <caffe/layers/concat_layer.hpp>  
 6 #include <caffe/layers/conv_layer.hpp>
 7 #include <caffe/layers/dropout_layer.hpp>  
 8 #include<caffe/layers/input_layer.hpp>
 9 #include <caffe/layers/inner_product_layer.hpp>   
10 #include "caffe/layers/lrn_layer.hpp"    
11 #include <caffe/layers/pooling_layer.hpp>    
12 #include <caffe/layers/relu_layer.hpp>    
13 #include "caffe/layers/softmax_layer.hpp"  
14 #include<caffe/layers/scale_layer.hpp>
15 namespace caffe
16 {
17     extern INSTANTIATE_CLASS(BatchNormLayer);
18     extern INSTANTIATE_CLASS(BiasLayer);
19     extern INSTANTIATE_CLASS(InputLayer);
20     extern INSTANTIATE_CLASS(InnerProductLayer);
21     extern INSTANTIATE_CLASS(DropoutLayer);
22     extern INSTANTIATE_CLASS(ConvolutionLayer);
23     REGISTER_LAYER_CLASS(Convolution);
24     extern INSTANTIATE_CLASS(ReLULayer);
25     REGISTER_LAYER_CLASS(ReLU);
26     extern INSTANTIATE_CLASS(PoolingLayer);
27     REGISTER_LAYER_CLASS(Pooling);
28     extern INSTANTIATE_CLASS(LRNLayer);
29     REGISTER_LAYER_CLASS(LRN);
30     extern INSTANTIATE_CLASS(SoftmaxLayer);
31     REGISTER_LAYER_CLASS(Softmax);
32     extern INSTANTIATE_CLASS(ScaleLayer);
33     extern INSTANTIATE_CLASS(ConcatLayer);
34 
35 }

View Code

 同時須要把

#include <caffe/proto/caffe.pb.h>
#include "head.h"

這兩個頭文件放到.cpp中，不要放.h裏。