Setting up Caffe for Running Deepdream on OS X

Dependencies

Use Brew

Install brew and pip (sudo easy_install pip)

brew update
brew install homebrew/science/openblas
brew install boost
# caffe doesn't work with 1.58.0
brew switch boost 1.56.0
brew install opencv
brew install --build-from-source --with-python --fresh -vd protobuf
brew install glog
brew install gflags
brew install hdf5
brew install leveldb
brew install lmdb
brew install --build-from-source --fresh -vd boost-python

sudo pip install pillow
sudo pip install ipython
sudo pip install scikit-image

Download Caffe and Set Up the Makefile

• git clone https://github.com/BVLC/caffe.git
• cd caffe
• cp Makefile.config.example Makefile.config

Edit Makefile.config

• BLAS := open
• BLAS_INCLUDE := /usr/local/opt/openblas/include
• BLAS_LIB = /usr/local/opt/openblas/lib
• Add /System/Library/Frameworks/Python.framework/Versions/2.7/include/python2.7 to PYTHON_INCLUDE
• Add /usr/local/opt/opencv to INCLUDE_DIRS
• Uncomment the PYTHON_INCLUDE and PYTHON_LIB
• Uncomment USE_PKG_CONFIG line

Build and Run

• Run make pycaffe -j8 (adjust for # of cores on your system)
• cd python
• Run DYLD_FALLBACK_LIBRARY_PATH=/usr/local/cuda/lib python -c "import caffe" to verify things worked (will take a few minutes to complete the first time or so)

Downloading Google’s Model for Testing

• Download http://dl.caffe.berkeleyvision.org/bvlc_googlenet.caffemodel to models/bvlc_googlenet/