• caffe项目工程化封装FRCNN


    各种坑!!想要做好,一定要自己一步步试,下载别人的总会出现各种问题.

    步骤如下:(可以把这些文件打包在一个文件加下,分两个文件libs,include,一定要是自己的文件)

    1 首先是配置caffe的VC++目录中的include和库文件。配置include lib dll都是坑,而且还分debug和release两个版本。添加输入项目需要注意,而且需要把编译好的caffe.lib等等一系列东西拷贝到当前项目下。也就是caffe bulid文件夹下面的东西,包括caffe.lib 、libcaffe.lib、还有很多dll.

    这个是debug_include配置图

    这个是debug_lib配置图

    这个是release_include配置图

    这个是release_lib配置图

    同时也需要在,项目属性页的链接器输入中,填写相应的lib,其中debug和release是不同的。以下是需要填写的相应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 直接编译后会出现的问题是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 ),百度后发现是要加头文件!http://blog.csdn.net/fangjin_kl/article/details/50936952#0-tsina-1-63793-397232819ff9a47a7b7e80a40613cfe1

    因此安装上面说的新建一个head.h    

    参考

     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

     同时需要把

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

    这两个头文件放到.cpp中,不要放.h里。

     
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  • 原文地址:https://www.cnblogs.com/bile/p/9168022.html
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