TensorFlow 简单图片识别

Yum install python python-devel tkinter
yum install autoconf automake libtool curl make gcc-c++ unzip
yum install python-matplotlib

pip uninstall numpy
pip uninstall numpy
pip install numpy

pip uninstall matplotlib
pip uninstall matplotlib
pip install matplotlib

pip install --upgrade pip

pip install tensorflow

sudo pip install pillow
sudo pip install lxml
sudo pip install jupyter
sudo pip install matplotlib
sudo pip install utils

Download source:
https://github.com/google/protobuf/releases
cd protobuf-3.5.1
./autogen.sh
./configure --prefix=/usr/local/protobuf
make
make check
make install
ldconfig
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/protobuf/lib
export LIBRARY_PATH=$LIBRARY_PATH:/usr/local/protobuf/lib
export PATH=$PATH:/usr/local/protobuf/bin
protoc --version

Download:
https://codeload.github.com/tensorflow/models/zip/master

cd models-master/research/
protoc object_detection/protos/*.proto --python_out=.
export PYTHONPATH=$PYTHONPATH:`pwd`:`pwd`/slim

python object_detection/builders/model_builder_test.py


Download model:
https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md





cd models-master
python tutorials/image/imagenet/classify_image.py
mv /tmp/imagenet/ /root/tf/
python /root/models-master/tutorials/image/imagenet/classify_image.py --model_dir=/root/tf/imagenet --image_file /root/models-master/research/object_detection/test_images/image1.jpg