From 16c7f7332de9cffb82f0058dd0f83fe8233ecc3f Mon Sep 17 00:00:00 2001 From: "Z. Harry Sun" Date: Tue, 21 Jul 2015 15:44:06 -0400 Subject: [PATCH] cnn_feature_extractor --- data/caffenet/cat.jpg | Bin 0 -> 140391 bytes data/caffenet/cat_gray.jpg | Bin 0 -> 92726 bytes data/caffenet/cnn.csv | 3 + data/caffenet/cnn.svm | 3 + data/caffenet/file_list.txt | 3 + data/caffenet/fish-bike.jpg | Bin 0 -> 47638 bytes data/caffenet/imagenet_val.prototxt | 238 ++++++++++++++++++ src/CMakeLists.txt | 8 + src/cnn_feature_extractor/CMakeLists.txt | 25 ++ src/cnn_feature_extractor/README.txt | 18 ++ .../cnn_feature_extractor.cxx | 217 ++++++++++++++++ 11 files changed, 515 insertions(+) create mode 100644 data/caffenet/cat.jpg create mode 100644 data/caffenet/cat_gray.jpg create mode 100644 data/caffenet/cnn.csv create mode 100644 data/caffenet/cnn.svm create mode 100644 data/caffenet/file_list.txt create mode 100644 data/caffenet/fish-bike.jpg create mode 100644 data/caffenet/imagenet_val.prototxt create mode 100644 src/cnn_feature_extractor/CMakeLists.txt create mode 100644 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zQDT*Zc>tW_Iqg*zSq-{=@xEXQ=e{VSkP;)YnE}T=c&mai_eM5n*^jy$f&A#AfE=o- zv4Dzq3=&39=4v#xw~~0#;!+J1Q(|RZL& /dev/null + diff --git a/src/cnn_feature_extractor/cnn_feature_extractor.cxx b/src/cnn_feature_extractor/cnn_feature_extractor.cxx new file mode 100644 index 00000000..70ba6d50 --- /dev/null +++ b/src/cnn_feature_extractor/cnn_feature_extractor.cxx @@ -0,0 +1,217 @@ +#include +#include +#include +#include +#include + +#include "boost/algorithm/string.hpp" +#include "boost/make_shared.hpp" +#include "google/protobuf/text_format.h" + +#include "caffe/blob.hpp" +#include "caffe/common.hpp" +#include "caffe/net.hpp" +#include "caffe/proto/caffe.pb.h" +#include "caffe/util/io.hpp" +#include "caffe/vision_layers.hpp" + +using caffe::Blob; +using caffe::Caffe; +using caffe::Net; +using boost::shared_ptr; +using std::string; + +template +int feature_extraction_pipeline(int argc, char** argv); + +int main(int argc, char** argv) +{ + return feature_extraction_pipeline(argc, argv); +} + +template +int feature_extraction_pipeline(int argc, char** argv) +{ + ::google::InitGoogleLogging(argv[0]); + const int num_required_args = 7; + if (argc < num_required_args) + { + LOG(ERROR)<< + "This program takes in a trained network and an input data layer, and then" + " extract features of the input data produced by the net. It writes out features in text or binary files, instead of database\n" + "Usage: extract_features pretrained_net_param" + " feature_extraction_proto_file extract_feature_blob_name1[,name2,...]" + " save_feature_dataset_name1[,name2,...] num_mini_batches output_format[csv,svm,stdout]" + " [CPU/GPU] [DEVICE_ID=0]\n" + "Note: you can extract multiple features in one pass by specifying" + " multiple feature blob names and dataset names seperated by ','." + " The names cannot contain white space characters and the number of blobs" + " and datasets must be equal."; + return 1; + } + int arg_pos = num_required_args; + + arg_pos = num_required_args; + if (argc > arg_pos && strcmp(argv[arg_pos], "GPU") == 0) + { + LOG(ERROR)<< "Using GPU"; + uint device_id = 0; + if (argc > arg_pos + 1) + { + device_id = atoi(argv[arg_pos + 1]); + CHECK_GE(device_id, 0); + } + LOG(ERROR) << "Using Device_id=" << device_id; + Caffe::SetDevice(device_id); + Caffe::set_mode(Caffe::GPU); + } + else + { + LOG(ERROR) << "Using CPU"; + Caffe::set_mode(Caffe::CPU); + } + + arg_pos = 0; // the name of the executable + std::string pretrained_binary_proto(argv[++arg_pos]); + + // Expected prototxt contains at least one data layer such as + // the layer data_layer_name and one feature blob such as the + // fc7 top blob to extract features. + /* + layers { + name: "data_layer_name" + type: DATA + data_param { + source: "/path/to/your/images/to/extract/feature/images_leveldb" + mean_file: "/path/to/your/image_mean.binaryproto" + batch_size: 128 + crop_size: 227 + mirror: false + } + top: "data_blob_name" + top: "label_blob_name" + } + layers { + name: "drop7" + type: DROPOUT + dropout_param { + dropout_ratio: 0.5 + } + bottom: "fc7" + top: "fc7" + } + */ + std::string feature_extraction_proto(argv[++arg_pos]); + shared_ptr > feature_extraction_net( + new Net(feature_extraction_proto, caffe::TEST)); + feature_extraction_net->CopyTrainedLayersFrom(pretrained_binary_proto); + + std::string extract_feature_blob_names(argv[++arg_pos]); + std::vector blob_names; + boost::split(blob_names, extract_feature_blob_names, boost::is_any_of(",")); + + std::string save_feature_dataset_names(argv[++arg_pos]); + std::vector dataset_names; + boost::split(dataset_names, save_feature_dataset_names, + boost::is_any_of(",")); + CHECK_EQ(blob_names.size(), dataset_names.size()) << + " the number of blob names and dataset names must be equal"; + size_t num_features = blob_names.size(); + + for (size_t i = 0; i < num_features; i++) + { + CHECK(feature_extraction_net->has_blob(blob_names[i])) + << "Unknown feature blob name " << blob_names[i] + << " in the network " << feature_extraction_proto; + } + + int num_mini_batches = atoi(argv[++arg_pos]); + std::string out_format = std::string( argv[++arg_pos] ); + + const std::string out_svm("svm"); + const std::string out_csv("csv"); + const std::string out_stdout("stdout"); + + std::vector< shared_ptr > feature_ofs; + bool write_to_file = (out_format.find( out_csv ) != string::npos || + out_format.find( out_svm ) != string::npos ); + if( write_to_file ) + { + for (size_t i = 0; i < num_features; ++i) + { + std::string fname = dataset_names[i] + "." + out_format; + LOG(INFO)<< "Opening file " << fname ; + shared_ptr ofs = boost::make_shared(fname.c_str(), std::ofstream::out); + if( ofs->is_open() ) + { + feature_ofs.push_back( ofs ); + } + else + { + LOG(ERROR)<< "Cannot open file" << fname << std::endl; + exit(-1); + } + } + } + + LOG(ERROR)<< "Extacting Features"; + + std::vector*> input_vec; + std::vector image_indices(num_features, 0); + for (int batch_index = 0; batch_index < num_mini_batches; ++batch_index) + { + feature_extraction_net->Forward(input_vec); + for (int i = 0; i < num_features; ++i) + { + const shared_ptr > feature_blob = feature_extraction_net->blob_by_name(blob_names[i]); + int batch_size = feature_blob->num(); + int dim_features = feature_blob->count() / batch_size; + const Dtype* feature_blob_data; + for (int n = 0; n < batch_size; ++n) + { + feature_blob_data = feature_blob->cpu_data() + feature_blob->offset(n); + for (int d = 0; d < dim_features; ++d) + { + if( (out_format.find( out_svm ) != std::string::npos) && + (fabs(feature_blob_data[d]) > std::numeric_limits::epsilon() ) ) + { + // sparse text + *feature_ofs[i] << d << ":" << feature_blob_data[d] << " "; + } + else if( out_format.find( out_csv ) != std::string::npos ) + { + // csv format + if(d !=0 ) + *feature_ofs[i] << ","; + *feature_ofs[i] << feature_blob_data[d]; + } + else if( out_format.find( out_stdout ) != string::npos ) + { + // stdout + std::cout << feature_blob_data[d] << " "; + } + } // if ( d < 8 || d == dim_features ) + + if( write_to_file ) + *feature_ofs[i] << std::endl; + else + std::cout << std::endl; + + ++image_indices[i]; + } // for (int n = 0; n < batch_size; ++n) + LOG(ERROR)<< "Extracted features of " << image_indices[i] << + " query images for feature blob " << blob_names[i]; + } // for (int i = 0; i < num_features; ++i) + } // for (int batch_index = 0; batch_index < num_mini_batches; ++batch_index) + + if( write_to_file ) + { + for (size_t i = 0; i < feature_ofs.size(); ++i) + { + feature_ofs[i]->close(); + } + } + + LOG(ERROR)<< "Successfully extracted the features!"; + return 0; +}