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caffe_train/src/caffe/cpm_data_transformer.cpp
Line 1137 in 76dd956
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
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
i cannot compile caffe_train properly.
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?
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, //!< ![autumn](pics/colormaps/colorscale_autumn.jpg)
^
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, //!< ![bone](pics/colormaps/colorscale_bone.jpg)
^
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, //!< ![jet](pics/colormaps/colorscale_jet.jpg)
^
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, //!< ![winter](pics/colormaps/colorscale_winter.jpg)
^
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, //!< ![rainbow](pics/colormaps/colorscale_rainbow.jpg)
^
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, //!< ![ocean](pics/colormaps/colorscale_ocean.jpg)
^
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, //!< ![summer](pics/colormaps/colorscale_summer.jpg)
^
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, //!< ![spring](pics/colormaps/colorscale_spring.jpg)
^
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, //!< ![cool](pics/colormaps/colorscale_cool.jpg)
^
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, //!< ![HSV](pics/colormaps/colorscale_hsv.jpg)
^
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, //!< ![pink](pics/colormaps/colorscale_pink.jpg)
^
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, //!< ![hot](pics/colormaps/colorscale_hot.jpg)
^
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
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.
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!
I had many errors installing caffe_train. I want to remove and install again it. How can I uninstall properly?
Hi,
Is it possible to use cuDNN 7 instead of cuDNN 5 ?
Thanks.
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
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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
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I hope someone is able to give me some advice, thank you very much.
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?
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.
It seems that this version of Caffe encounters severe memory leak, the memory can be up to > 100GB, will you fix this.
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.
Is it possible to install with cudnn 7??
replies will be appreciable
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?
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