cmu-perceptual-computing-lab / caffe_train Goto Github PK
View Code? Open in Web Editor NEWLicense: Other
caffe_train's Issues
Building problem libcaffe.so.1.0.0-rc3: undefined reference to `cv::applyColorMap(cv::_InputArray const&, cv::_OutputArray const&, int)'
So, I have been having a lot of problems trying to compile caffe_train, but now I am stuck with this error.
And I haven't been able to find any solution online.
For what I have seen online this is a common problem when people use OpenCV 3. ...
But I am using 2.7
Error:
Built target device_query
Scanning dependencies of target train_net
[ 91%] Building CXX object tools/CMakeFiles/train_net.dir/train_net.cpp.o
Linking CXX executable compute_image_mean
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::applyColorMap(cv::_InputArray const&, cv::_OutputArray const&, int)'
collect2: error: ld returned 1 exit status
make[2]: *** [tools/compute_image_mean] Error 1
make[1]: *** [tools/CMakeFiles/compute_image_mean.dir/all] Error 2
make[1]: *** Waiting for unfinished jobs....
Linking CXX executable convert_imageset
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::applyColorMap(cv::_InputArray const&, cv::_OutputArray const&, int)'
collect2: error: ld returned 1 exit status
make[2]: *** [tools/convert_imageset] Error 1
make[1]: *** [tools/CMakeFiles/convert_imageset.dir/all] Error 2
Linking CXX executable test_net
[ 91%] Built target test_net
Linking CXX executable finetune_net
Linking CXX executable net_speed_benchmark
[ 91%] Built target finetune_net
[ 91%] Built target net_speed_benchmark
Linking CXX executable extract_features
Linking CXX executable train_net
[ 91%] Built target train_net
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::applyColorMap(cv::_InputArray const&, cv::_OutputArray const&, int)'
collect2: error: ld returned 1 exit status
make[2]: *** [tools/extract_features] Error 1
make[1]: *** [tools/CMakeFiles/extract_features.dir/all] Error 2
Linking CXX executable caffe
../lib/libcaffe.so.1.0.0-rc3: undefined reference to `cv::applyColorMap(cv::_InputArray const&, cv::_OutputArray const&, int)'
collect2: error: ld returned 1 exit status
make[2]: *** [tools/caffe] Error 1
make[1]: *** [tools/CMakeFiles/caffe.bin.dir/all] Error 2
make: *** [all] Error 2
Configuration:
ALLOW_LMDB_NOLOCK OFF
Atlas_BLAS_LIBRARY /usr/lib/libatlas.so
Atlas_CBLAS_INCLUDE_DIR /usr/include
Atlas_CBLAS_LIBRARY /usr/lib/libcblas.so
Atlas_CLAPACK_INCLUDE_DIR /usr/include/atlas
Atlas_LAPACK_LIBRARY /usr/lib/liblapack_atlas.so
BLAS Atlas
BOOST_THREAD_LIBRARY /usr/lib/x86_64-linux-gnu/libpthread.so
BUILD_SHARED_LIBS ON
BUILD_docs ON
BUILD_matlab OFF
BUILD_only_tests
BUILD_python ON
BUILD_python_layer ON
Boost_DIR Boost_DIR-NOTFOUND
Boost_FILESYSTEM_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libboost_filesystem.so
Boost_FILESYSTEM_LIBRARY_RELEA /usr/lib/x86_64-linux-gnu/libboost_filesystem.so
Boost_INCLUDE_DIR /usr/include
Boost_LIBRARY_DIR /usr/lib/x86_64-linux-gnu
Boost_PYTHON_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libboost_python.so
Boost_PYTHON_LIBRARY_RELEASE /usr/lib/x86_64-linux-gnu/libboost_python.so
Boost_SYSTEM_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libboost_system.so
Boost_SYSTEM_LIBRARY_RELEASE /usr/lib/x86_64-linux-gnu/libboost_system.so
Boost_THREAD_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libboost_thread.so
Boost_THREAD_LIBRARY_RELEASE /usr/lib/x86_64-linux-gnu/libboost_thread.so
CAFFE_TARGET_SOVERSION 1.0.0-rc3
CAFFE_TARGET_VERSION 1.0.0-rc3
CMAKE_AR /usr/bin/ar
CMAKE_BUILD_TYPE
CMAKE_COLOR_MAKEFILE ON
CMAKE_CONFIGURATION_TYPES Debug;Release
CMAKE_CXX_COMPILER /usr/bin/c++
CMAKE_CXX_FLAGS
CMAKE_CXX_FLAGS_DEBUG -g
CMAKE_CXX_FLAGS_MINSIZEREL -Os -DNDEBUG
CMAKE_CXX_FLAGS_RELEASE -O3 -DNDEBUG
CMAKE_CXX_FLAGS_RELWITHDEBINFO -O2 -g -DNDEBUG
CMAKE_C_COMPILER /usr/bin/cc
CMAKE_C_FLAGS
CMAKE_C_FLAGS_DEBUG -g
CMAKE_C_FLAGS_MINSIZEREL -Os -DNDEBUG
CMAKE_C_FLAGS_RELEASE -O3 -DNDEBUG
CMAKE_C_FLAGS_RELWITHDEBINFO -O2 -g -DNDEBUG
CMAKE_EXE_LINKER_FLAGS
CMAKE_EXE_LINKER_FLAGS_DEBUG
CMAKE_EXE_LINKER_FLAGS_MINSIZE
CMAKE_EXE_LINKER_FLAGS_RELEASE
CMAKE_EXE_LINKER_FLAGS_RELWITH
CMAKE_EXPORT_COMPILE_COMMANDS OFF
CMAKE_INSTALL_PREFIX /home/gtk/m_HDD/caffe_train/build/install
CMAKE_INSTALL_RPATH_USE_LINK_P TRUE
CMAKE_LINKER /usr/bin/ld
CMAKE_MAKE_PROGRAM /usr/bin/make
CMAKE_MODULE_LINKER_FLAGS
CMAKE_MODULE_LINKER_FLAGS_DEBU
CMAKE_MODULE_LINKER_FLAGS_MINS
CMAKE_MODULE_LINKER_FLAGS_RELE
CMAKE_MODULE_LINKER_FLAGS_RELW
CMAKE_NM /usr/bin/nm
CMAKE_OBJCOPY /usr/bin/objcopy
CMAKE_OBJDUMP /usr/bin/objdump
CMAKE_RANLIB /usr/bin/ranlib
CMAKE_SHARED_LINKER_FLAGS
CMAKE_SHARED_LINKER_FLAGS_DEBU
CMAKE_SHARED_LINKER_FLAGS_MINS
CMAKE_SHARED_LINKER_FLAGS_RELE
CMAKE_SHARED_LINKER_FLAGS_RELW
CMAKE_SKIP_INSTALL_RPATH OFF
CMAKE_SKIP_RPATH OFF
CMAKE_STATIC_LINKER_FLAGS
CMAKE_STATIC_LINKER_FLAGS_DEBU
CMAKE_STATIC_LINKER_FLAGS_MINS
CMAKE_STATIC_LINKER_FLAGS_RELE
CMAKE_STATIC_LINKER_FLAGS_RELW
CMAKE_STRIP /usr/bin/strip
CMAKE_USE_RELATIVE_PATHS OFF
CMAKE_VERBOSE_MAKEFILE OFF
CPU_ONLY OFF
CUDA_64_BIT_DEVICE_CODE ON
CUDA_ARCH_NAME Auto
CUDA_ATTACH_VS_BUILD_RULE_TO_C ON
CUDA_BUILD_CUBIN OFF
CUDA_BUILD_EMULATION OFF
CUDA_CUDART_LIBRARY /usr/local/cuda/lib64/libcudart.so
CUDA_CUDA_LIBRARY /usr/lib/x86_64-linux-gnu/libcuda.so
CUDA_GENERATED_OUTPUT_DIR
CUDA_HOST_COMPILATION_CPP ON
CUDA_HOST_COMPILER /usr/bin/cc
CUDA_NVCC_EXECUTABLE /usr/local/cuda/bin/nvcc
CUDA_NVCC_FLAGS
CUDA_NVCC_FLAGS_DEBUG
CUDA_NVCC_FLAGS_MINSIZEREL
CUDA_NVCC_FLAGS_RELEASE
CUDA_NVCC_FLAGS_RELWITHDEBINFO
CUDA_PROPAGATE_HOST_FLAGS ON
CUDA_SDK_ROOT_DIR CUDA_SDK_ROOT_DIR-NOTFOUND
CUDA_SEPARABLE_COMPILATION OFF
CUDA_TOOLKIT_INCLUDE /usr/local/cuda/include
CUDA_TOOLKIT_ROOT_DIR /usr/local/cuda
CUDA_VERBOSE_BUILD OFF
CUDA_VERSION 7.5
CUDA_cublas_LIBRARY /usr/local/cuda/lib64/libcublas.so
CUDA_cufft_LIBRARY /usr/local/cuda/lib64/libcufft.so
CUDA_cupti_LIBRARY /usr/local/cuda/extras/CUPTI/lib64/libcupti.so
CUDA_curand_LIBRARY /usr/local/cuda/lib64/libcurand.so
CUDA_cusparse_LIBRARY /usr/local/cuda/lib64/libcusparse.so
CUDA_nppc_LIBRARY /usr/local/cuda/lib64/libnppc.so
CUDA_nppi_LIBRARY /usr/local/cuda/lib64/libnppi.so
CUDA_npps_LIBRARY /usr/local/cuda/lib64/libnpps.so
CUDNN_INCLUDE /usr/local/cuda/include
CUDNN_LIBRARY /usr/local/cuda/lib64/libcudnn.so
CUDNN_ROOT
DOXYGEN_DOT_EXECUTABLE DOXYGEN_DOT_EXECUTABLE-NOTFOUND
DOXYGEN_EXECUTABLE DOXYGEN_EXECUTABLE-NOTFOUND
GFLAGS_INCLUDE_DIR /usr/include
GFLAGS_LIBRARY /usr/lib/x86_64-linux-gnu/libgflags.so
GFLAGS_ROOT_DIR
GIT_EXECUTABLE /usr/bin/git
GLOG_INCLUDE_DIR /usr/include
GLOG_LIBRARY /usr/lib/x86_64-linux-gnu/libglog.so
GLOG_ROOT_DIR
HDF5_CXX_COMPILER_EXECUTABLE /usr/bin/h5c++
HDF5_C_COMPILER_EXECUTABLE /usr/bin/h5cc
HDF5_DIFF_EXECUTABLE HDF5_DIFF_EXECUTABLE-NOTFOUND
HDF5_DIR HDF5_DIR-NOTFOUND
HDF5_Fortran_COMPILER_EXECUTAB /usr/bin/h5fc
HDF5_HL_INCLUDE_DIR /usr/include
HDF5_IS_PARALLEL OFF
HDF5_hdf5_LIBRARY_DEBUG HDF5_hdf5_LIBRARY_DEBUG-NOTFOUND
HDF5_hdf5_LIBRARY_RELEASE /usr/lib/x86_64-linux-gnu/libhdf5.so
HDF5_hdf5_hl_LIBRARY_DEBUG HDF5_hdf5_hl_LIBRARY_DEBUG-NOTFOUND
HDF5_hdf5_hl_LIBRARY_RELEASE /usr/lib/x86_64-linux-gnu/libhdf5_hl.so
LMDB_INCLUDE_DIR /usr/include
LMDB_LIBRARIES /usr/lib/x86_64-linux-gnu/liblmdb.so
LevelDB_INCLUDE /usr/include
LevelDB_LIBRARY /usr/lib/x86_64-linux-gnu/libleveldb.so
OpenCV_3RDPARTY_LIB_DIR_DBG
OpenCV_3RDPARTY_LIB_DIR_OPT
OpenCV_CONFIG_PATH /usr/share/OpenCV
OpenCV_DIR /usr/share/OpenCV
OpenCV_LIB_DIR_DBG
OpenCV_LIB_DIR_OPT
PROTOBUF_INCLUDE_DIR /usr/include
PROTOBUF_LIBRARY /usr/lib/x86_64-linux-gnu/libprotobuf.so
PROTOBUF_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libprotobuf.so
PROTOBUF_LITE_LIBRARY /usr/lib/x86_64-linux-gnu/libprotobuf-lite.so
PROTOBUF_LITE_LIBRARY_DEBUG /usr/lib/x86_64-linux-gnu/libprotobuf-lite.so
PROTOBUF_PROTOC_EXECUTABLE /usr/bin/protoc
PROTOBUF_PROTOC_LIBRARY PROTOBUF_PROTOC_LIBRARY-NOTFOUND
PROTOBUF_PROTOC_LIBRARY_DEBUG PROTOBUF_PROTOC_LIBRARY_DEBUG-NOTFOUND
PYTHON_EXECUTABLE /usr/bin/python2.7
PYTHON_INCLUDE_DIR /usr/include/python2.7
PYTHON_INCLUDE_DIR2 /usr/include/x86_64-linux-gnu/python2.7
PYTHON_LIBRARY /usr/lib/x86_64-linux-gnu/libpython2.7.so
PYTHON_LIBRARY_DEBUG PYTHON_LIBRARY_DEBUG-NOTFOUND
Snappy_INCLUDE_DIR /usr/include
Snappy_LIBRARIES /usr/lib/libsnappy.so
USE_CUDNN ON
USE_LEVELDB ON
USE_LMDB ON
USE_OPENCV ON
USE_PROJECT_FOLDERS OFF
python_version 2
I hope someone is able to give me some advice, thank you very much.
is this a bug in cpm_data_layer.cpp
in function generateLabelMap
if (np == 56){
for (int i = 0; i < 18; i++){
Point2f center = meta.joint_self.joints[i];
if(meta.joint_self.isVisible[i] <= 1){
putGaussianMaps(transformed_label + (i+np+39)*channelOffset, center, param_.stride(),
grid_x, grid_y, param_.sigma()); //self
}
for(int j = 0; j < meta.numOtherPeople; j++){ //for every other person
Point2f center = meta.joint_others[j].joints[i];
if(meta.joint_others[j].isVisible[i] <= 1){
putGaussianMaps(transformed_label + (i+np+39)*channelOffset, center, param_.stride(),
grid_x, grid_y, param_.sigma());
}
}
}
since np_in_lmdb = 17, 18 is wrong?
cuDNN version
Hi,
Is it possible to use cuDNN 7 instead of cuDNN 5 ?
Thanks.
cudnn version
Is it possible to install with cudnn 7??
replies will be appreciable
about CPMDataTransformer.cpp
I found in lmdb file，the kepoints label format is(1:can be seen on image; 2:cropped; 0:occluded by still on image).however in your CPMDataTransformer.cpp, i found this
float isVisible;
DecodeFloats(data, offset3+(9+meta.numOtherPeople+3*p+2)*offset1+4*i, &isVisible, 1);
meta.joint_others[p].isVisible[i] = (isVisible == 0) ? 0 : 1;
if(meta.joint_others[p].joints[i].x < 0 || meta.joint_others[p].joints[i].y < 0 ||
meta.joint_others[p].joints[i].x >= meta.img_size.width || meta.joint_others[p].joints[i].y >= meta.img_size.height){
meta.joint_others[p].isVisible[i] = 2; // **2 means cropped, 1 means occluded by still on image**
}
so ,am i wrong?
Compilation issue (unresolved external symbols) with cpm_data_layer.
Hello,
I'm trying to learn how to train a caffe model using the MSCOCO images with this Caffe version. I'm following the tutorial here : https://github.com/ZheC/Realtime_Multi-Person_Pose_Estimation#training
I have a lot of linker issues (306 of them) when I compile using the extension layers in this version of Caffe, but only with cmp_data_layer. Here is an example of the :
(cpm_data_layer.obj) : error LNK2019: unresolved external symbol "public: void __cdecl caffe::BlockingQueue<class caffe::Datum *>::push(class caffe::Datum * const &)"
(?push@?$BlockingQueue@PEAVDatum@caffe@@@caffe@@QEAAXAEBQEAVDatum@2@@z) referenced in function "protected: virtual void __cdecl caffe::CPMDataLayer::load_batch(class caffe::Batch *)" (?load_batch@?$CPMDataLayer@M@caffe@@MEAAXPEAV?$Batch@M@2@@z)
Exactly here :
I'm on Windows 10 x64.
For some reason, the linker does not see that data_reader.hpp includes caffe/util/blocking_queue.hpp. Exactly where "::push" is declared...
Thanks for your help and have a good day,
Anthony
Compilations error since the `opencv_contrib`
When I compile the caffe_train I get some error with opencv_cotrib module.
Here are the error:
PROTOC src/caffe/proto/caffe.proto
CXX .build_release/src/caffe/proto/caffe.pb.cc
CXX src/caffe/parallel.cpp
CXX src/caffe/common.cpp
CXX src/caffe/syncedmem.cpp
CXX src/caffe/cpm_data_transformer.cpp
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:273:23: error: ‘vector’ does not name a type
Octree( const vector<Point3f>& points, int maxLevels = 10, int minPoints = 20 );
^
/usr/include/opencv2/contrib/contrib.hpp:273:29: error: expected ‘,’ or ‘...’ before ‘<’ token
Octree( const vector<Point3f>& points, int maxLevels = 10, int minPoints = 20 );
^
/usr/include/opencv2/contrib/contrib.hpp:276:39: error: ‘vector’ does not name a type
virtual void buildTree( const vector<Point3f>& points, int maxLevels = 10, int minPoints = 20 );
^
/usr/include/opencv2/contrib/contrib.hpp:276:45: error: expected ‘,’ or ‘...’ before ‘<’ token
virtual void buildTree( const vector<Point3f>& points, int maxLevels = 10, int minPoints = 20 );
^
/usr/include/opencv2/contrib/contrib.hpp:278:44: error: ‘vector’ has not been declared
vector<Point3f>& points ) const;
^
/usr/include/opencv2/contrib/contrib.hpp:278:50: error: expected ‘,’ or ‘...’ before ‘<’ token
vector<Point3f>& points ) const;
^
/usr/include/opencv2/contrib/contrib.hpp:279:15: error: ‘vector’ does not name a type
const vector<Node>& getNodes() const { return nodes; }
^
/usr/include/opencv2/contrib/contrib.hpp:282:9: error: ‘vector’ does not name a type
vector<Point3f> points;
^
/usr/include/opencv2/contrib/contrib.hpp:283:9: error: ‘vector’ does not name a type
vector<Node> nodes;
^
/usr/include/opencv2/contrib/contrib.hpp:295:22: error: ‘vector’ does not name a type
Mesh3D(const vector<Point3f>& vtx);
^
/usr/include/opencv2/contrib/contrib.hpp:295:28: error: expected ‘,’ or ‘...’ before ‘<’ token
Mesh3D(const vector<Point3f>& vtx);
^
/usr/include/opencv2/contrib/contrib.hpp:302:35: error: ‘vector’ does not name a type
void computeNormals(const vector<int>& subset, float normalRadius, int minNeighbors = 20);
^
/usr/include/opencv2/contrib/contrib.hpp:302:41: error: expected ‘,’ or ‘...’ before ‘<’ token
void computeNormals(const vector<int>& subset, float normalRadius, int minNeighbors = 20);
^
/usr/include/opencv2/contrib/contrib.hpp:304:52: error: ‘vector’ does not name a type
void writeAsVrml(const String& file, const vector<Scalar>& colors = vector<Scalar>()) const;
^
/usr/include/opencv2/contrib/contrib.hpp:304:58: error: expected ‘,’ or ‘...’ before ‘<’ token
void writeAsVrml(const String& file, const vector<Scalar>& colors = vector<Scalar>()) const;
^
/usr/include/opencv2/contrib/contrib.hpp:306:9: error: ‘vector’ does not name a type
vector<Point3f> vtx;
^
/usr/include/opencv2/contrib/contrib.hpp:307:9: error: ‘vector’ does not name a type
vector<Point3f> normals;
^
/usr/include/opencv2/contrib/contrib.hpp:338:30: error: ‘vector’ does not name a type
void setSubset(const vector<int>& subset);
^
/usr/include/opencv2/contrib/contrib.hpp:338:36: error: expected ‘,’ or ‘...’ before ‘<’ token
void setSubset(const vector<int>& subset);
^
/usr/include/opencv2/contrib/contrib.hpp:341:49: error: ‘vector’ has not been declared
void match(const SpinImageModel& scene, vector< vector<Vec2i> >& result);
^
/usr/include/opencv2/contrib/contrib.hpp:341:55: error: expected ‘,’ or ‘...’ before ‘<’ token
void match(const SpinImageModel& scene, vector< vector<Vec2i> >& result);
^
/usr/include/opencv2/contrib/contrib.hpp:371:48: error: ‘vector’ has not been declared
void matchSpinToModel(const Mat& spin, vector<int>& indeces,
^
/usr/include/opencv2/contrib/contrib.hpp:371:54: error: expected ‘,’ or ‘...’ before ‘<’ token
void matchSpinToModel(const Mat& spin, vector<int>& indeces,
^
/usr/include/opencv2/contrib/contrib.hpp:374:37: error: ‘vector’ does not name a type
void repackSpinImages(const vector<uchar>& mask, Mat& spinImages, bool reAlloc = true) const;
^
/usr/include/opencv2/contrib/contrib.hpp:374:43: error: expected ‘,’ or ‘...’ before ‘<’ token
void repackSpinImages(const vector<uchar>& mask, Mat& spinImages, bool reAlloc = true) const;
^
/usr/include/opencv2/contrib/contrib.hpp:376:9: error: ‘vector’ does not name a type
vector<int> subset;
^
/usr/include/opencv2/contrib/contrib.hpp: In member function ‘const Point3f& cv::SpinImageModel::getSpinVertex(size_t) const’:
/usr/include/opencv2/contrib/contrib.hpp:347:72: error: ‘const class cv::Mesh3D’ has no member named ‘vtx’
const Point3f& getSpinVertex(size_t index) const { return mesh.vtx[subset[index]]; }
^
/usr/include/opencv2/contrib/contrib.hpp:347:76: error: ‘subset’ was not declared in this scope
const Point3f& getSpinVertex(size_t index) const { return mesh.vtx[subset[index]]; }
^
/usr/include/opencv2/contrib/contrib.hpp: In member function ‘const Point3f& cv::SpinImageModel::getSpinNormal(size_t) const’:
/usr/include/opencv2/contrib/contrib.hpp:348:72: error: ‘const class cv::Mesh3D’ has no member named ‘normals’
const Point3f& getSpinNormal(size_t index) const { return mesh.normals[subset[index]]; }
^
/usr/include/opencv2/contrib/contrib.hpp:348:80: error: ‘subset’ was not declared in this scope
const Point3f& getSpinNormal(size_t index) const { return mesh.normals[subset[index]]; }
^
/usr/include/opencv2/contrib/contrib.hpp: At global scope:
/usr/include/opencv2/contrib/contrib.hpp:382:22: error: redefinition of ‘class cv::TickMeter’
class CV_EXPORTS TickMeter
^
In file included from /usr/local/include/opencv2/core.hpp:3216:0,
from /usr/local/include/opencv2/core/core.hpp:48,
from src/caffe/cpm_data_transformer.cpp:2:
/usr/local/include/opencv2/core/utility.hpp:286:20: error: previous definition of ‘class cv::TickMeter’
class CV_EXPORTS_W TickMeter
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:419:46: error: ‘vector’ has not been declared
virtual void compute(const Mat& img, vector<float>& descriptors, Size winStride=Size(),
^
/usr/include/opencv2/contrib/contrib.hpp:419:52: error: expected ‘,’ or ‘...’ before ‘<’ token
virtual void compute(const Mat& img, vector<float>& descriptors, Size winStride=Size(),
^
/usr/include/opencv2/contrib/contrib.hpp:489:34: error: ‘vector’ has not been declared
static void bundleAdjust(vector<Point3d>& points, // positions of points in global coordinate system (input and output)
^
/usr/include/opencv2/contrib/contrib.hpp:489:40: error: expected ‘,’ or ‘...’ before ‘<’ token
static void bundleAdjust(vector<Point3d>& points, // positions of points in global coordinate system (input and output)
^
/usr/include/opencv2/contrib/contrib.hpp:561:42: error: ‘vector’ has not been declared
CV_OUT vector<vector<Point> >& results, CV_OUT vector<float>& cost,
^
/usr/include/opencv2/contrib/contrib.hpp:561:48: error: expected ‘,’ or ‘...’ before ‘<’ token
CV_OUT vector<vector<Point> >& results, CV_OUT vector<float>& cost,
^
/usr/include/opencv2/contrib/contrib.hpp:760:9: error: ‘vector’ does not name a type
vector<int> Rsr;
^
/usr/include/opencv2/contrib/contrib.hpp:761:9: error: ‘vector’ does not name a type
vector<int> Csr;
^
/usr/include/opencv2/contrib/contrib.hpp:762:9: error: ‘vector’ does not name a type
vector<double> Wsr;
^
/usr/include/opencv2/contrib/contrib.hpp:771:13: error: ‘vector’ does not name a type
vector<double> weights;
^
/usr/include/opencv2/contrib/contrib.hpp:777:9: error: ‘vector’ does not name a type
vector<kernel> w_ker_2D;
^
/usr/include/opencv2/contrib/contrib.hpp:841:9: error: ‘vector’ does not name a type
vector<vector<pixel> > L;
^
/usr/include/opencv2/contrib/contrib.hpp:842:9: error: ‘vector’ does not name a type
vector<double> A;
^
/usr/include/opencv2/contrib/contrib.hpp:852:22: error: redefinition of ‘class cv::LDA’
class CV_EXPORTS LDA
^
In file included from /usr/local/include/opencv2/core/core.hpp:48:0,
from src/caffe/cpm_data_transformer.cpp:2:
/usr/local/include/opencv2/core.hpp:2468:18: error: previous definition of ‘class cv::LDA’
class CV_EXPORTS LDA
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:940:41: error: ‘string’ does not name a type
CV_WRAP virtual void save(const string& filename) const;
^
/usr/include/opencv2/contrib/contrib.hpp:943:41: error: ‘string’ does not name a type
CV_WRAP virtual void load(const string& filename);
^
/usr/include/opencv2/contrib/contrib.hpp:960:27: error: redeclaration of ‘COLORMAP_AUTUMN’
COLORMAP_AUTUMN = 0,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4080:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_AUTUMN’
COLORMAP_AUTUMN = 0, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:961:25: error: redeclaration of ‘COLORMAP_BONE’
COLORMAP_BONE = 1,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4081:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_BONE’
COLORMAP_BONE = 1, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:962:24: error: redeclaration of ‘COLORMAP_JET’
COLORMAP_JET = 2,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4082:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_JET’
COLORMAP_JET = 2, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:963:27: error: redeclaration of ‘COLORMAP_WINTER’
COLORMAP_WINTER = 3,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4083:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_WINTER’
COLORMAP_WINTER = 3, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:964:28: error: redeclaration of ‘COLORMAP_RAINBOW’
COLORMAP_RAINBOW = 4,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4084:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_RAINBOW’
COLORMAP_RAINBOW = 4, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:965:26: error: redeclaration of ‘COLORMAP_OCEAN’
COLORMAP_OCEAN = 5,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4085:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_OCEAN’
COLORMAP_OCEAN = 5, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:966:27: error: redeclaration of ‘COLORMAP_SUMMER’
COLORMAP_SUMMER = 6,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4086:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_SUMMER’
COLORMAP_SUMMER = 6, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:967:27: error: redeclaration of ‘COLORMAP_SPRING’
COLORMAP_SPRING = 7,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4087:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_SPRING’
COLORMAP_SPRING = 7, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:968:25: error: redeclaration of ‘COLORMAP_COOL’
COLORMAP_COOL = 8,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4088:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_COOL’
COLORMAP_COOL = 8, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:969:24: error: redeclaration of ‘COLORMAP_HSV’
COLORMAP_HSV = 9,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4089:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_HSV’
COLORMAP_HSV = 9, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:970:25: error: redeclaration of ‘COLORMAP_PINK’
COLORMAP_PINK = 10,
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4090:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_PINK’
COLORMAP_PINK = 10, //!< 
^
In file included from src/caffe/cpm_data_transformer.cpp:4:0:
/usr/include/opencv2/contrib/contrib.hpp:971:24: error: redeclaration of ‘COLORMAP_HOT’
COLORMAP_HOT = 11
^
In file included from /usr/local/include/opencv2/imgproc/imgproc.hpp:48:0,
from /usr/include/opencv2/contrib/contrib.hpp:47,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/local/include/opencv2/imgproc.hpp:4091:5: note: previous declaration ‘cv::ColormapTypes COLORMAP_HOT’
COLORMAP_HOT = 11, //!< 
^
In file included from /usr/include/opencv2/contrib/contrib.hpp:981:0,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/include/opencv2/contrib/openfabmap.hpp:118:36: error: ‘vector’ does not name a type
virtual void addTraining(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:118:42: error: expected ‘,’ or ‘...’ before ‘<’ token
virtual void addTraining(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:122:28: error: ‘vector’ does not name a type
virtual void add(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:122:34: error: expected ‘,’ or ‘...’ before ‘<’ token
virtual void add(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:125:11: error: ‘vector’ does not name a type
const vector<Mat>& getTrainingImgDescriptors() const;
^
/usr/include/opencv2/contrib/openfabmap.hpp:126:11: error: ‘vector’ does not name a type
const vector<Mat>& getTestImgDescriptors() const;
^
/usr/include/opencv2/contrib/openfabmap.hpp:130:13: error: ‘vector’ has not been declared
vector<IMatch>& matches, bool addQuery = false,
^
/usr/include/opencv2/contrib/openfabmap.hpp:130:19: error: expected ‘,’ or ‘...’ before ‘<’ token
vector<IMatch>& matches, bool addQuery = false,
^
/usr/include/opencv2/contrib/openfabmap.hpp:133:44: error: ‘vector’ has not been declared
const Mat& testImgDescriptors, vector<IMatch>& matches,
^
/usr/include/opencv2/contrib/openfabmap.hpp:133:50: error: expected ‘,’ or ‘...’ before ‘<’ token
const Mat& testImgDescriptors, vector<IMatch>& matches,
^
/usr/include/opencv2/contrib/openfabmap.hpp:136:19: error: ‘vector’ does not name a type
const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:136:25: error: expected ‘,’ or ‘...’ before ‘<’ token
const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:135:10: error: ‘void cv::of2::FabMap::compare(const cv::Mat&, int)’ cannot be overloaded
void compare(const Mat& queryImgDescriptor,
^
/usr/include/opencv2/contrib/openfabmap.hpp:129:10: error: with ‘void cv::of2::FabMap::compare(const cv::Mat&, int)’
void compare(const Mat& queryImgDescriptor,
^
/usr/include/opencv2/contrib/openfabmap.hpp:138:24: error: ‘vector’ does not name a type
void compare(const vector<Mat>& queryImgDescriptors, vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:138:30: error: expected ‘,’ or ‘...’ before ‘<’ token
void compare(const vector<Mat>& queryImgDescriptors, vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:141:24: error: ‘vector’ does not name a type
void compare(const vector<Mat>& queryImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:141:30: error: expected ‘,’ or ‘...’ before ‘<’ token
void compare(const vector<Mat>& queryImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:141:10: error: ‘void cv::of2::FabMap::compare(int)’ cannot be overloaded
void compare(const vector<Mat>& queryImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:138:10: error: with ‘void cv::of2::FabMap::compare(int)’
void compare(const vector<Mat>& queryImgDescriptors, vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:148:35: error: ‘vector’ does not name a type
int queryIndex, const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:148:41: error: expected ‘,’ or ‘...’ before ‘<’ token
int queryIndex, const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:156:19: error: ‘vector’ does not name a type
const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:156:25: error: expected ‘,’ or ‘...’ before ‘<’ token
const vector<Mat>& testImgDescriptors,
^
/usr/include/opencv2/contrib/openfabmap.hpp:161:32: error: ‘vector’ has not been declared
void normaliseDistribution(vector<IMatch>& matches);
^
/usr/include/opencv2/contrib/openfabmap.hpp:161:38: error: expected ‘,’ or ‘...’ before ‘<’ token
void normaliseDistribution(vector<IMatch>& matches);
^
/usr/include/opencv2/contrib/openfabmap.hpp:177:5: error: ‘vector’ does not name a type
vector<Mat> trainingImgDescriptors;
^
/usr/include/opencv2/contrib/openfabmap.hpp:178:5: error: ‘vector’ does not name a type
vector<Mat> testImgDescriptors;
^
/usr/include/opencv2/contrib/openfabmap.hpp:179:5: error: ‘vector’ does not name a type
vector<IMatch> priorMatches;
^
/usr/include/opencv2/contrib/openfabmap.hpp:206:62: error: ‘vector’ does not name a type
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:206:68: error: expected ‘,’ or ‘...’ before ‘<’ token
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:222:62: error: ‘vector’ does not name a type
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:222:68: error: expected ‘,’ or ‘...’ before ‘<’ token
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:246:62: error: ‘vector’ does not name a type
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:246:68: error: expected ‘,’ or ‘...’ before ‘<’ token
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:298:28: error: ‘vector’ does not name a type
void addTraining(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:298:34: error: expected ‘,’ or ‘...’ before ‘<’ token
void addTraining(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:303:20: error: ‘vector’ does not name a type
void add(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:303:26: error: expected ‘,’ or ‘...’ before ‘<’ token
void add(const vector<Mat>& queryImgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:308:62: error: ‘vector’ does not name a type
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:308:68: error: expected ‘,’ or ‘...’ before ‘<’ token
void getLikelihoods(const Mat& queryImgDescriptor, const vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:313:61: error: ‘vector’ has not been declared
void getIndexLikelihoods(const Mat& queryImgDescriptor, vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:313:67: error: expected ‘,’ or ‘...’ before ‘<’ token
void getIndexLikelihoods(const Mat& queryImgDescriptor, vector<
^
/usr/include/opencv2/contrib/openfabmap.hpp:317:13: error: ‘vector’ has not been declared
vector<double>& defaults,
^
/usr/include/opencv2/contrib/openfabmap.hpp:317:19: error: expected ‘,’ or ‘...’ before ‘<’ token
vector<double>& defaults,
^
/usr/include/opencv2/contrib/openfabmap.hpp:321:5: error: ‘vector’ does not name a type
vector<double> d1, d2, d3, d4;
^
/usr/include/opencv2/contrib/openfabmap.hpp:322:5: error: ‘vector’ does not name a type
vector<vector<int> > children;
^
/usr/include/opencv2/contrib/openfabmap.hpp:326:5: error: ‘vector’ does not name a type
vector<double> trainingDefaults;
^
/usr/include/opencv2/contrib/openfabmap.hpp:327:14: error: ‘vector’ was not declared in this scope
map<int, vector<int> > trainingInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:327:14: note: suggested alternative:
In file included from /usr/include/c++/5/vector:64:0,
from /usr/local/include/opencv2/core/types.hpp:53,
from /usr/local/include/opencv2/core.hpp:58,
from /usr/local/include/opencv2/core/core.hpp:48,
from src/caffe/cpm_data_transformer.cpp:2:
/usr/include/c++/5/bits/stl_vector.h:214:11: note: ‘std::vector’
class vector : protected _Vector_base<_Tp, _Alloc>
^
In file included from /usr/include/opencv2/contrib/contrib.hpp:981:0,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/include/opencv2/contrib/openfabmap.hpp:327:24: error: template argument 2 is invalid
map<int, vector<int> > trainingInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:327:24: error: template argument 4 is invalid
/usr/include/opencv2/contrib/openfabmap.hpp:327:26: error: expected unqualified-id before ‘>’ token
map<int, vector<int> > trainingInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:329:5: error: ‘vector’ does not name a type
vector<double> testDefaults;
^
/usr/include/opencv2/contrib/openfabmap.hpp:330:14: error: ‘vector’ was not declared in this scope
map<int, vector<int> > testInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:330:14: note: suggested alternative:
In file included from /usr/include/c++/5/vector:64:0,
from /usr/local/include/opencv2/core/types.hpp:53,
from /usr/local/include/opencv2/core.hpp:58,
from /usr/local/include/opencv2/core/core.hpp:48,
from src/caffe/cpm_data_transformer.cpp:2:
/usr/include/c++/5/bits/stl_vector.h:214:11: note: ‘std::vector’
class vector : protected _Vector_base<_Tp, _Alloc>
^
In file included from /usr/include/opencv2/contrib/contrib.hpp:981:0,
from src/caffe/cpm_data_transformer.cpp:4:
/usr/include/opencv2/contrib/openfabmap.hpp:330:24: error: template argument 2 is invalid
map<int, vector<int> > testInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:330:24: error: template argument 4 is invalid
/usr/include/opencv2/contrib/openfabmap.hpp:330:26: error: expected unqualified-id before ‘>’ token
map<int, vector<int> > testInvertedMap;
^
/usr/include/opencv2/contrib/openfabmap.hpp:345:20: error: ‘vector’ does not name a type
void add(const vector<Mat>& imgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:345:26: error: expected ‘,’ or ‘...’ before ‘<’ token
void add(const vector<Mat>& imgDescriptors);
^
/usr/include/opencv2/contrib/openfabmap.hpp:347:11: error: ‘vector’ does not name a type
const vector<Mat>& getImgDescriptors() const;
^
/usr/include/opencv2/contrib/openfabmap.hpp:352:5: error: ‘vector’ does not name a type
vector<Mat> imgDescriptors;
^
/usr/include/opencv2/contrib/openfabmap.hpp:378:5: error: ‘vector’ does not name a type
vector<int> extractChildren(list<info> &remaining_edges, int q);
^
Makefile:572: recipe for target '.build_release/src/caffe/cpm_data_transformer.o' failed
make: *** [.build_release/src/caffe/cpm_data_transformer.o] Error 1
I can compile caffe correctly, and I think the key is caffe_train introduces the opencv_contrib module.
Since src/caffe/cpm_data_transformer.cpp needs opencv_contrib module, I can't just forbid opencv_contrib in Makefile.config.
How can I solve this compilations problem?thx
Bus error when training until iteration 4110
Hi,
I try to reproduce your results in the repository Realtime_Multi-Person_Pose_Estimation, and I follow the Training Steps in README to download the LMDB data and this repository for training.
I've tried three times for training, but each time when the iteration reaches 4110, I always get the following error:
I1031 21:17:26.459512 32355 sgd_solver.cpp:106] Iteration 4110, lr = 2e-05
*** Aborted at 1509455849 (unix time) try "date -d @1509455849" if you are using GNU date ***
PC: @ 0x7fc0ee06da5e (unknown)
*** SIGBUS (@0x7ee49acba50e) received by PID 32355 (TID 0x7fc0b33dd700) from PID 18446744072011621646; stack trace: ***
@ 0x7fc0ee009cb0 (unknown)
@ 0x7fc0ee06da5e (unknown)
@ 0x7fc0eee2b9de (unknown)
@ 0x7fc0eee2ba2b (unknown)
@ 0x7fc0eff43cea caffe::db::LMDBCursor::value()
@ 0x7fc0effc890e caffe::DataReader::Body::read_one()
@ 0x7fc0effc8ef4 caffe::DataReader::Body::InternalThreadEntry()
@ 0x7fc0eff3bea5 caffe::InternalThread::entry()
@ 0x7fc0e52e242f thread_proxy
@ 0x7fc0d6cb4184 start_thread
@ 0x7fc0ee0d0ffd (unknown)
@ 0x0 (unknown)
Bus error
I create a script for training, and its contents are as following:
#!/usr/bin/env sh
/path/to/caffe.bin train --solver=pose_solver.prototxt --gpu=1 --weights=../../../model/vgg/VGG_ILSVRC_19_layers.caffemodel 2>&1 | tee output/$(date +%y%m%d_%H%M).txt
Do you have any idea about this?
Many thanks.
Significance of the mode variable in cpm_data_transformer.cpp
In line 435 mode has been assigned a value of 5 const int mode = 5;. There is also comment saying 'related to datum.channels();'.
I see that mode is being used in various if statements across the file. I would like to know what the variable is used for exactly?
About generating vector field in CPM_data_transformer.cpp
caffe_train/src/caffe/cpm_data_transformer.cpp
Line 1137 in 76dd956
I read the code and I am confused about whether the vector field is generated merely by the position of joints, because I didn't find anything about putting vector in a region?
Changing image channel in cpm_transform layer
I wanted to use a different channel image 1, 2 or 4. The current code for the cpm_data_transform layer is for 3 channel image i.e. RGB. Can someone suggest the changes to be made to use it with a different channel image or give some lead?
Any type of help will be great to get started.
What are the meanings of meta.write_number and meta.total_write_number?
Hello, thanks for this great model first.
I have a few questions.
Is it possible to train the data with my personal data?
I've trained it with my personal data, but the meta.write_number is equal to 0 all the time.
I want to know what's the difference between meta.write_number and meta.total_write_number?
Thank you very much!
This is part of my logs:
I0827 17:11:04.304325 6117 cpm_data_transformer.cpp:73] dataset: COCO; img_size: [427 x 640]; meta.annolist_index: 44; meta.write_number: 0; meta.total_write_number: 41; meta.epoch: 0
I0827 17:11:04.588376 6107 net.cpp:150] Setting up conv1_1
I0827 17:11:04.588404 6107 net.cpp:157] Top shape: 4 64 368 368 (34668544)
I0827 17:11:04.588409 6107 net.cpp:165] Memory required for data: 199411840
I0827 17:11:04.588433 6107 layer_factory.hpp:77] Creating layer relu1_1
memory leak
It seems that this version of Caffe encounters severe memory leak, the memory can be up to > 100GB, will you fix this.
undefined reference
How to reinstall?
I had many errors installing caffe_train. I want to remove and install again it. How can I uninstall properly?
Can I know which ubuntu version and cuda version are you using?
i cannot compile caffe_train properly.
Is it supposed to use fabs rather than abs??
In src/caffe/cpm_data_transformer.cpp, line 1111, the code shows below:
float dist = std::abs(ba.xbc.y -ba.ybc.x);
Is it supposed to use fabs rather than abs??
cuz it it floating number calculation.
testing
follow the testing step you give ,the model is the pose_iter_440000,the final AP is 6 point lower than the paper shared, i want to know if you change the test code published in matlab later or you test using the openpose code,confused now,thank you!
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.