The following shows the problem and what I have tried:
$ python Python 2.7.13 |Anaconda 4.3.0 (64-bit)| (default, Dec 20 2016, 23:09:15) [GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux2 Type "help", "copyright", "credits" or "license" for more information. Anaconda is brought to you by Continuum Analytics. Please check out: http://continuum.io/thanks and https://anaconda.org >>> import caffe >>> import cv2 Traceback (most recent call last): File "<stdin>", line 1, in <module> ImportError: No module named cv2 >>> import numpy >>> print numpy.__version__ 1.11.3 >>>
The method I have tried:1. confirmed numpy version;
-
Confirm python version is 2.7
-
check opencv version;
$ dpkg -l | grep libopencv
- Install opencv by $conda install -c menpo opencv=2.4.11
After step 4 above,cv2 Could be imported appropriately but fail to import Caffe. The caffe installation was implemented before and it passed all the check. Like 'make all'; 'make runtest'; and 'make pycaffee'. Now it Failed in 'make all' also 'make pycaffee'. So here it is error message:
$ python Python 2.7.13 |Anaconda 4.3.0 (64-bit)| (default, "credits" or "license" for more information. Anaconda is brought to you by Continuum Analytics. Please check out: http://continuum.io/thanks and https://anaconda.org >>> import cv2 >>> import caffe Traceback (most recent call last): File "<stdin>", in <module> File "/home/cocadas/Program/caffe-master/python/caffe/__init__.py", in <module> from .pycaffe import Net, SGDSolver, nesterovSolver, AdaGradSolver, RMSPropSolver, AdaDeltaSolver, AdamSolver, Nccl, Timer File "/home/cocadas/Program/caffe-master/python/caffe/pycaffe.py", line 13, in <module> from ._caffe import Net, \ ImportError: No module named _caffe >>> exit()
The following is the conda list.
$ conda list # packages in environment at /home/cocadas/anaconda2: # _license 1.1 py27_1 alabaster 0.7.9 py27_0 anaconda 4.3.0 np111py27_0 anaconda-client 1.6.0 py27_0 anaconda-navigator 1.4.3 py27_0 argcomplete 1.0.0 py27_1 astroid 1.4.9 py27_0 astropy 1.3 np111py27_0 babel 2.3.4 py27_0 backports 1.0 py27_0 backports_abc 0.5 py27_0 beautifulsoup4 4.5.3 py27_0 bitarray 0.8.1 py27_0 blaze 0.10.1 py27_0 bokeh 0.12.4 py27_0 boto 2.45.0 py27_0 bottleneck 1.2.0 np111py27_0 bzip2 1.0.6 3 cairo 1.14.8 0 cdecimal 2.3 py27_2 cffi 1.9.1 py27_0 chardet 2.3.0 py27_0 chest 0.2.3 py27_0 click 6.7 py27_0 cloudpickle 0.2.2 py27_0 clyent 1.2.2 py27_0 cmake 3.6.3 0 colorama 0.3.7 py27_0 conda 4.3.14 py27_0 conda-build 2.1.7 py27_0 conda-env 2.6.0 0 conda-verify 2.0.0 py27_0 configobj 5.0.6 py27_0 configparser 3.5.0 py27_0 contextlib2 0.5.4 py27_0 cryptography 1.7.1 py27_0 curl 7.52.1 0 cycler 0.10.0 py27_0 cython 0.25.2 py27_0 cytoolz 0.8.2 py27_0 dask 0.13.0 py27_0 datashape 0.5.4 py27_0 dbus 1.10.10 0 decorator 4.0.11 py27_0 dill 0.2.5 py27_0 dlib 19.4.0 <pip> docutils 0.13.1 py27_0 entrypoints 0.2.2 py27_0 enum34 1.1.6 py27_0 et_xmlfile 1.0.1 py27_0 expat 2.1.0 0 fastcache 1.0.2 py27_1 filelock 2.0.7 py27_0 flask 0.12 py27_0 flask-cors 3.0.2 py27_0 fontconfig 2.12.1 2 freetype 2.5.5 2 funcsigs 1.0.2 py27_0 functools32 3.2.3.2 py27_0 futures 3.0.5 py27_0 get_terminal_size 1.0.0 py27_0 gevent 1.2.1 py27_0 glib 2.50.2 1 greenlet 0.4.11 py27_0 grin 1.2.1 py27_3 gst-plugins-base 1.8.0 0 gstreamer 1.8.0 0 h5py 2.6.0 np111py27_2 harfbuzz 0.9.39 2 hdf5 1.8.17 1 heapdict 1.0.0 py27_1 icu 54.1 0 idna 2.2 py27_0 imagesize 0.7.1 py27_0 ipaddress 1.0.18 py27_0 ipykernel 4.5.2 py27_0 ipython 5.1.0 py27_0 ipython_genutils 0.1.0 py27_0 ipywidgets 5.2.2 py27_1 isort 4.2.5 py27_0 itsdangerous 0.24 py27_0 jbig 2.1 0 jdcal 1.3 py27_0 jedi 0.9.0 py27_1 jinja2 2.9.4 py27_0 jpeg 9b 0 jsonschema 2.5.1 py27_0 jupyter 1.0.0 py27_3 jupyter_client 4.4.0 py27_0 jupyter_console 5.0.0 py27_0 jupyter_core 4.2.1 py27_0 lazy-object-proxy 1.2.2 py27_0 leveldb 0.194 <pip> libffi 3.2.1 1 libgcc 4.8.5 2 libgfortran 3.0.0 1 libiconv 1.14 0 libpng 1.6.27 0 libsodium 1.0.10 0 libtiff 4.0.6 3 libxcb 1.12 1 libxml2 2.9.4 0 libxslt 1.1.29 0 llvmlite 0.15.0 py27_0 locket 0.2.0 py27_1 lxml 3.7.2 py27_0 markupsafe 0.23 py27_2 matplotlib 2.0.0 np111py27_0 mistune 0.7.3 py27_0 mkl 2017.0.1 0 mkl-service 1.1.2 py27_3 mpmath 0.19 py27_1 multipledispatch 0.4.9 py27_0 nbconvert 4.2.0 py27_0 nbformat 4.2.0 py27_0 ncurses 5.9 10 networkx 1.11 py27_0 nltk 3.2.2 py27_0 nose 1.3.7 py27_1 notebook 4.3.1 py27_0 numba 0.30.1 np111py27_0 numexpr 2.6.1 np111py27_2 numpy 1.11.3 py27_0 numpydoc 0.6.0 py27_0 odo 0.5.0 py27_1 olefile 0.44 <pip> opencv 2.4.11 nppy27_0 menpo openpyxl 2.4.1 py27_0 openssl 1.0.2k 0 pandas 0.19.2 np111py27_1 partd 0.3.7 py27_0 patchelf 0.9 0 path.py 10.0 py27_0 pathlib2 2.2.0 py27_0 patsy 0.4.1 py27_0 pcre 8.39 1 pep8 1.7.0 py27_0 pexpect 4.2.1 py27_0 pickleshare 0.7.4 py27_0 pillow 4.0.0 py27_0 pip 9.0.1 py27_1 pixman 0.34.0 0 pkginfo 1.4.1 py27_0 ply 3.9 py27_0 prompt_toolkit 1.0.9 py27_0 protobuf 3.2.0 <pip> psutil 5.0.1 py27_0 ptyprocess 0.5.1 py27_0 py 1.4.32 py27_0 pyasn1 0.1.9 py27_0 pycairo 1.10.0 py27_0 pycosat 0.6.1 py27_1 pycparser 2.17 py27_0 pycrypto 2.6.1 py27_4 pycurl 7.43.0 py27_2 pyflakes 1.5.0 py27_0 pygments 2.1.3 py27_0 pylint 1.6.4 py27_1 pyopenssl 16.2.0 py27_0 pyparsing 2.1.4 py27_0 pyqt 5.6.0 py27_2 pytables 3.3.0 np111py27_0 pytest 3.0.5 py27_0 python 2.7.13 0 python-dateutil 1.5 <pip> python-dateutil 2.6.0 py27_0 python-gflags 3.1.1 <pip> pytz 2016.10 py27_0 pyyaml 3.12 py27_0 pyzmq 16.0.2 py27_0 qt 5.6.2 3 qtawesome 0.4.3 py27_0 qtconsole 4.2.1 py27_1 qtpy 1.2.1 py27_0 readline 6.2 2 redis 3.2.0 0 redis-py 2.10.5 py27_0 requests 2.12.4 py27_0 rope 0.9.4 py27_1 ruamel_yaml 0.11.14 py27_1 scandir 1.4 py27_0 scikit-image 0.12.3 np111py27_1 scikit-learn 0.18.1 np111py27_1 scipy 0.18.1 np111py27_1 seaborn 0.7.1 py27_0 setuptools 27.2.0 py27_0 simplegeneric 0.8.1 py27_1 singledispatch 3.4.0.3 py27_0 sip 4.18 py27_0 six 1.10.0 py27_0 snowballstemmer 1.2.1 py27_0 sockjs-tornado 1.0.3 py27_0 sphinx 1.5.1 py27_0 spyder 3.1.2 py27_0 sqlalchemy 1.1.5 py27_0 sqlite 3.13.0 0 ssl_match_hostname 3.4.0.2 py27_1 statsmodels 0.6.1 np111py27_1 subprocess32 3.2.7 py27_0 sympy 1.0 py27_0 terminado 0.6 py27_0 tk 8.5.18 0 toolz 0.8.2 py27_0 tornado 4.4.2 py27_0 traitlets 4.3.1 py27_0 unicodecsv 0.14.1 py27_0 wcwidth 0.1.7 py27_0 werkzeug 0.11.15 py27_0 wheel 0.29.0 py27_0 widgetsnbextension 1.2.6 py27_0 wrapt 1.10.8 py27_0 xgboost 0.6a2 <pip> xlrd 1.0.0 py27_0 xlsxwriter 0.9.6 py27_0 xlwt 1.2.0 py27_0 xz 5.2.2 1 yaml 0.1.6 0 zeromq 4.1.5 0 zlib 1.2.8 3
Error message of compiling caffe after installing cv2 in conda.
$make clean $make all ... AR -o .build_release/lib/libcaffe.a LD -o .build_release/lib/libcaffe.so.1.0.0-rc5 /usr/bin/ld: cannot find -ltbb collect2: error: ld returned 1 exit status Makefile:574: recipe for target '.build_release/lib/libcaffe.so.1.0.0-rc5' Failed make: *** [.build_release/lib/libcaffe.so.1.0.0-rc5] Error 1
Error message of making pycaffe
$ make pycaffe LD -o .build_release/lib/libcaffe.so.1.0.0-rc5 /usr/bin/ld: cannot find -ltbb collect2: error: ld returned 1 exit status Makefile:574: recipe for target '.build_release/lib/libcaffe.so.1.0.0-rc5' Failed make: *** [.build_release/lib/libcaffe.so.1.0.0-rc5] Error 1 cocadas@cocadas-ThinkPad-W540:~/Program/caffe-master$
Since it is lack of ltbb,I install the package
$sudo apt-get install libtbb-dev
Then the problem of 'can't find -ltbb' goes away. But then it complains on the
.build_release/lib/libcaffe.so: undefined reference to `cv::imread(cv::String const&, int)' .build_release/lib/libcaffe.so: undefined reference to `cv::imencode(cv::String const&,cv::_InputArray const&,std::vector<unsigned char,std::allocator<unsigned char> >&,std::vector<int,std::allocator<int> > const&)' .build_release/lib/libcaffe.so: undefined reference to `cv::imdecode(cv::_InputArray const&, int)'
