ubuntu18 faster-rcnn

luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$ git clone https://github.com/endernewton/tf-faster-rcnn.git
Cloning into 'tf-faster-rcnn'...
remote: Enumerating objects: 1675, done.
remote: Total 1675 (delta 0), reused 0 (delta 0), pack-reused 1675
Receiving objects: 100% (1675/1675), 2.45 MiB | 429.00 KiB/s, done.
Resolving deltas: 100% (1090/1090), done.
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$ ls
20190227-5 Anaconda3 arraypad.py COCO labelImg Labelme opencv TensorflowProject tf-faster-rcnn
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$

################################################################################

/home/luo/MyFile/tf-faster-rcnn/lib   setup.py

line 87    #self.set_executable('compiler_so', CUDA['nvcc'])

line 120-136

#Extension('nms.gpu_nms',

# ['nms/nms_kernel.cu', 'nms/gpu_nms.pyx'],

# library_dirs=[CUDA['lib64']],

# libraries=['cudart'],

# language='c++',

# runtime_library_dirs=[CUDA['lib64']],

# # this syntax is specific to this build system

# # we're only going to use certain compiler args with nvcc and not with gcc

# # the implementation of this trick is in customize_compiler() below

# extra_compile_args={'gcc': ["-Wno-unused-function"],

# 'nvcc': ['-arch=sm_52',

# '--ptxas-options=-v',

# '-c',

# '--compiler-options',

# "'-fPIC'"]},

# include_dirs = [numpy_include, CUDA['include']]

#)

 

###########################################################################

/home/luo/MyFile/tf-faster-rcnn/lib/model   config.py

line  270    

__C.USE_GPU_NMS = False

 

###########################################################################

/home/luo/MyFile/tf-faster-rcnn/lib/model     nms_wrapper.py

line 20-21   

#if cfg.USE_GPU_NMS and not force_cpu:

# return gpu_nms(dets, thresh, device_id=0)

--------------------------------------------------------------------------------------------------------------------------------

luo@luo-All-Series:~/MyFile/tf-faster-rcnn/lib$ make
python setup.py build_ext --inplace
running build_ext
cythoning utils/bbox.pyx to utils/bbox.c
building 'utils.cython_bbox' extension
creating build
creating build/temp.linux-x86_64-3.6
creating build/temp.linux-x86_64-3.6/utils
{'gcc': ['-Wno-cpp', '-Wno-unused-function']}
gcc -pthread -B /home/luo/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/luo/anaconda3/lib/python3.6/site-packages/numpy/core/include -I/home/luo/anaconda3/include/python3.6m -c utils/bbox.c -o build/temp.linux-x86_64-3.6/utils/bbox.o -Wno-cpp -Wno-unused-function
gcc -pthread -shared -B /home/luo/anaconda3/compiler_compat -L/home/luo/anaconda3/lib -Wl,-rpath=/home/luo/anaconda3/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.6/utils/bbox.o -o /home/luo/MyFile/tf-faster-rcnn/lib/utils/cython_bbox.cpython-36m-x86_64-linux-gnu.so
skipping 'nms/cpu_nms.c' Cython extension (up-to-date)
building 'nms.cpu_nms' extension
creating build/temp.linux-x86_64-3.6/nms
{'gcc': ['-Wno-cpp', '-Wno-unused-function']}
gcc -pthread -B /home/luo/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/luo/anaconda3/lib/python3.6/site-packages/numpy/core/include -I/home/luo/anaconda3/include/python3.6m -c nms/cpu_nms.c -o build/temp.linux-x86_64-3.6/nms/cpu_nms.o -Wno-cpp -Wno-unused-function
gcc -pthread -shared -B /home/luo/anaconda3/compiler_compat -L/home/luo/anaconda3/lib -Wl,-rpath=/home/luo/anaconda3/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.6/nms/cpu_nms.o -o /home/luo/MyFile/tf-faster-rcnn/lib/nms/cpu_nms.cpython-36m-x86_64-linux-gnu.so
rm -rf build
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/lib$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/lib$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/lib$ cd ..
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ ls
data docker experiments lib LICENSE README.md tools
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ cd data
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
demo imgs scripts
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ git clone https://github.com/pdollar/coco.git
Cloning into 'coco'...
remote: Enumerating objects: 953, done.
remote: Total 953 (delta 0), reused 0 (delta 0), pack-reused 953
Receiving objects: 100% (953/953), 11.70 MiB | 355.00 KiB/s, done.
Resolving deltas: 100% (566/566), done.
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
coco demo imgs scripts
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ cd coco/PythonAPI
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$ ls
Makefile pycocoDemo.ipynb pycocoEvalDemo.ipynb pycocotools setup.py
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$ make
python setup.py build_ext --inplace
running build_ext
cythoning pycocotools/_mask.pyx to pycocotools/_mask.c
building 'pycocotools._mask' extension
creating build
creating build/common
creating build/temp.linux-x86_64-3.6
creating build/temp.linux-x86_64-3.6/pycocotools
gcc -pthread -B /home/luo/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/luo/anaconda3/lib/python3.6/site-packages/numpy/core/include -I../common -I/home/luo/anaconda3/include/python3.6m -c ../common/maskApi.c -o build/temp.linux-x86_64-3.6/../common/maskApi.o -Wno-cpp -Wno-unused-function -std=c99
../common/maskApi.c: In function ‘rleToBbox’:
../common/maskApi.c:141:31: warning: ‘xp’ may be used uninitialized in this function [-Wmaybe-uninitialized]
if(j%2==0) xp=x; else if(xp<x) { ys=0; ye=h-1; }
^
gcc -pthread -B /home/luo/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/luo/anaconda3/lib/python3.6/site-packages/numpy/core/include -I../common -I/home/luo/anaconda3/include/python3.6m -c pycocotools/_mask.c -o build/temp.linux-x86_64-3.6/pycocotools/_mask.o -Wno-cpp -Wno-unused-function -std=c99
creating build/lib.linux-x86_64-3.6
creating build/lib.linux-x86_64-3.6/pycocotools
gcc -pthread -shared -B /home/luo/anaconda3/compiler_compat -L/home/luo/anaconda3/lib -Wl,-rpath=/home/luo/anaconda3/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.6/../common/maskApi.o build/temp.linux-x86_64-3.6/pycocotools/_mask.o -o build/lib.linux-x86_64-3.6/pycocotools/_mask.cpython-36m-x86_64-linux-gnu.so
copying build/lib.linux-x86_64-3.6/pycocotools/_mask.cpython-36m-x86_64-linux-gnu.so -> pycocotools
rm -rf build
luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/coco/PythonAPI$ cd ../../..
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ ls
data docker experiments lib LICENSE README.md tools
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ ls
data docker experiments lib LICENSE README.md tools voc_0712_80k-110k.tgz VOCdevkit2007 VOCdevkit2012
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ tar voc_0712_80k-110k.tgz
tar: Old option 'g' requires an argument.
Try 'tar --help' or 'tar --usage' for more information.
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ tar -zxvf voc_0712_80k-110k.tgz
voc_2007_trainval+voc_2012_trainval/
voc_2007_trainval+voc_2012_trainval/res101_faster_rcnn_iter_110000.ckpt.meta
voc_2007_trainval+voc_2012_trainval/res101_faster_rcnn_iter_110000.ckpt.index
voc_2007_trainval+voc_2012_trainval/res101_faster_rcnn_iter_110000.ckpt.data-00000-of-00001
voc_2007_trainval+voc_2012_trainval/res101_faster_rcnn_iter_110000.pkl
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
luo@luo-All-Series:~/MyFile/tf-faster-rcnn$

luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ cd ../
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$
luo@luo-All-Series:~/MyFile$ source activate flappbird
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$ ls
20190227-5 Anaconda3 arraypad.py COCO labelImg Labelme opencv TensorflowProject tf-faster-rcnn
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$
(flappbird) luo@luo-All-Series:~/MyFile$ cd tf-faster-rcnn
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ ls
data docker experiments lib LICENSE README.md tools voc_0712_80k-110k.tgz VOCdevkit2007 VOCdevkit2012
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ NET=res101
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn$ cd data
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
coco demo imgs reval.py test_net.py voc_2007_trainval+voc_2012_trainval
convert_from_depre.py demo.py _init_paths.py scripts trainval_net.py
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ TRAIN_IMDB=voc_2007_trainval+voc_2012_trainval
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ mkdir -p output/${NET}/${TRAIN_IMDB}
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
coco demo imgs output scripts trainval_net.py
convert_from_depre.py demo.py _init_paths.py reval.py test_net.py voc_2007_trainval+voc_2012_trainval
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ cd output/${NET}/${TRAIN_IMDB}
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$ ln -s ../../../data/voc_2007_trainval+voc_2012_trainval ./default
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$ cd ../../..
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
coco demo imgs output scripts trainval_net.py
convert_from_depre.py demo.py _init_paths.py reval.py test_net.py voc_2007_trainval+voc_2012_trainval
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ln -s ../../../voc_2007_trainval+voc_2012_trainval ./default
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ NET=res101
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ TRAIN_IMDB=voc_2007_trainval+voc_2012_trainval
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ mkdir -p output/${NET}/${TRAIN_IMDB}
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ cd output/${NET}/${TRAIN_IMDB}
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$ ln -s ../../../voc_2007_trainval+voc_2012_trainval ./default
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data/output/res101/voc_2007_trainval+voc_2012_trainval$ cd ../../..
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ ls
coco default demo.py _init_paths.py reval.py test_net.py voc_2007_trainval+voc_2012_trainval
convert_from_depre.py demo imgs output scripts trainval_net.py
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$ python demo.py
2019-05-15 15:25:23.759213: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
Loaded network output/res101/voc_2007_trainval+voc_2012_trainval/default/res101_faster_rcnn_iter_110000.ckpt
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Demo for data/demo/000456.jpg
Detection took 6.020s for 300 object proposals
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Demo for data/demo/000542.jpg
Detection took 5.682s for 300 object proposals
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Demo for data/demo/001150.jpg
Detection took 5.715s for 300 object proposals
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Demo for data/demo/001763.jpg
Detection took 5.698s for 300 object proposals
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Demo for data/demo/004545.jpg
Detection took 5.708s for 300 object proposals
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$
(flappbird) luo@luo-All-Series:~/MyFile/tf-faster-rcnn/data$