pytracking配置过程ubuntu18.04

下载代码

git clone https://github.com/visionml/pytracking.git

创建环境 https://github.com/visionml/pytracking/blob/master/INSTALL.md

conda create --name pytracking python&＃61;3.7
conda activate pytrackingconda install pytorch torchvision cudatoolkit&＃61;10.0 -c pytorch
conda install matplotlib pandas tqdm
pip install opencv-python visdom tb-nightly scikit-image tikzplotlib gdownconda install cython
pip install pycocotools
pip install lvissudo apt-get install ninja-buildpip install spatial-correlation-sampler
sudo apt-get install libturbojpeg
pip install jpeg4py # Environment settings for pytracking. Saved at pytracking/evaluation/local.py
python -c "from pytracking.evaluation.environment import create_default_local_file; create_default_local_file()"# Environment settings for ltr. Saved at ltr/admin/local.py
python -c "from ltr.admin.environment import create_default_local_file; create_default_local_file()"# Download the default network for DiMP-50 and DiMP-18
gdown https://drive.google.com/uc\?id\&＃61;1qgachgqks2UGjKx-GdO1qylBDdB1f9KN -O pytracking/networks/dimp50.pth
gdown https://drive.google.com/uc\?id\&＃61;1MAjrRJDCbL0DSjUKFyDkUuYS1-cYBNjk -O pytracking/networks/dimp18.pth# Download the default network for ATOM
gdown https://drive.google.com/uc\?id\&＃61;1VNyr-Ds0khjM0zaq6lU-xfY74-iWxBvU -O pytracking/networks/atom_default.pth# Download the default network for ECO
gdown https://drive.google.com/uc\?id\&＃61;1aWC4waLv_te-BULoy0k-n_zS-ONms21S -O pytracking/networks/resnet18_vggmconv1.pth

可以自己离线下载模型文件&＃xff0c;下载模型权重&＃xff0c;下载好的文件不要解压&＃xff0c;直接重命名&＃xff0c;去掉.tar

https://drive.google.com/drive/folders/1WVhJqvdu-_JG1U-V0IqfxTUa1SBPnL0O

&＃xff08;链接来自https://blog.csdn.net/PNAN222/article/details/91049022&＃xff09;

模型文件放在 pytracking/networks/

python -C 发生错误&＃xff1a;ModuleNotFoundError: No module named &＃39;ltr.external.PreciseRoIPooling.pytorch&＃39;

https://github.com/visionml/pytracking/issues/144

测试视频文件&＃xff1a;

cd pytracking
python run_webcam.py dimp dimp50

这里改为

cd pytracking
python run_webcam.py atom default a.mp4 #在pycharm参数中配置即可

中间安装pip install spatial-correlation-sampler的问题&＃xff0c;解决办法 export CUDA_HOME&＃61;/usr/local/cuda-10.0

(pytracking) cody&＃64;cody:~$ pip install spatial-correlation-sampler
Collecting spatial-correlation-samplerUsing cached spatial_correlation_sampler-0.2.1.tar.gz (8.2 kB)
Requirement already satisfied: torch>&＃61;1.1 in ./anaconda3/envs/pytracking/lib/python3.7/site-packages (from spatial-correlation-sampler) (1.3.1)
Requirement already satisfied: numpy in ./anaconda3/envs/pytracking/lib/python3.7/site-packages (from spatial-correlation-sampler) (1.19.1)
Building wheels for collected packages: spatial-correlation-samplerBuilding wheel for spatial-correlation-sampler (setup.py) ... errorERROR: Command errored out with exit status 1:command: /home/cody/anaconda3/envs/pytracking/bin/python -u -c &＃39;import sys, setuptools, tokenize; sys.argv[0] &＃61; &＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;; __file__&＃61;&＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;;f&＃61;getattr(tokenize, &＃39;"&＃39;"&＃39;open&＃39;"&＃39;"&＃39;, open)(__file__);code&＃61;f.read().replace(&＃39;"&＃39;"&＃39;\r\n&＃39;"&＃39;"&＃39;, &＃39;"&＃39;"&＃39;\n&＃39;"&＃39;"&＃39;);f.close();exec(compile(code, __file__, &＃39;"&＃39;"&＃39;exec&＃39;"&＃39;"&＃39;))&＃39; bdist_wheel -d /tmp/pip-wheel-xy9vb1gzcwd: /tmp/pip-install-r145eod1/spatial-correlation-sampler/Complete output (19 lines):running bdist_wheelrunning buildrunning build_pycreating buildcreating build/lib.linux-x86_64-3.7creating build/lib.linux-x86_64-3.7/spatial_correlation_samplercopying Correlation_Module/spatial_correlation_sampler/spatial_correlation_sampler.py -> build/lib.linux-x86_64-3.7/spatial_correlation_samplercopying Correlation_Module/spatial_correlation_sampler/__init__.py -> build/lib.linux-x86_64-3.7/spatial_correlation_samplerrunning build_extbuilding &＃39;spatial_correlation_sampler_backend&＃39; extensioncreating build/temp.linux-x86_64-3.7creating build/temp.linux-x86_64-3.7/Correlation_Modulegcc -pthread -B /home/cody/anaconda3/envs/pytracking/compiler_compat -Wl,--sysroot&＃61;/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation.cpp -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation.o -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -std&＃61;c&＃43;&＃43;11cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C&＃43;&＃43;gcc -pthread -B /home/cody/anaconda3/envs/pytracking/compiler_compat -Wl,--sysroot&＃61;/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation_sampler.cpp -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation_sampler.o -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -std&＃61;c&＃43;&＃43;11cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C&＃43;&＃43;:/usr/local/cuda-10.0/bin/nvcc -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation_cuda_kernel.cu -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation_cuda_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options &＃39;-fPIC&＃39; -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -gencode&＃61;arch&＃61;compute_61,code&＃61;sm_61 -std&＃61;c&＃43;&＃43;11unable to execute &＃39;:/usr/local/cuda-10.0/bin/nvcc&＃39;: No such file or directoryerror: command &＃39;:/usr/local/cuda-10.0/bin/nvcc&＃39; failed with exit status 1----------------------------------------ERROR: Failed building wheel for spatial-correlation-samplerRunning setup.py clean for spatial-correlation-sampler
Failed to build spatial-correlation-sampler
Installing collected packages: spatial-correlation-samplerRunning setup.py install for spatial-correlation-sampler ... errorERROR: Command errored out with exit status 1:command: /home/cody/anaconda3/envs/pytracking/bin/python -u -c &＃39;import sys, setuptools, tokenize; sys.argv[0] &＃61; &＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;; __file__&＃61;&＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;;f&＃61;getattr(tokenize, &＃39;"&＃39;"&＃39;open&＃39;"&＃39;"&＃39;, open)(__file__);code&＃61;f.read().replace(&＃39;"&＃39;"&＃39;\r\n&＃39;"&＃39;"&＃39;, &＃39;"&＃39;"&＃39;\n&＃39;"&＃39;"&＃39;);f.close();exec(compile(code, __file__, &＃39;"&＃39;"&＃39;exec&＃39;"&＃39;"&＃39;))&＃39; install --record /tmp/pip-record-p345xhjc/install-record.txt --single-version-externally-managed --compile --install-headers /home/cody/anaconda3/envs/pytracking/include/python3.7m/spatial-correlation-samplercwd: /tmp/pip-install-r145eod1/spatial-correlation-sampler/Complete output (19 lines):running installrunning buildrunning build_pycreating buildcreating build/lib.linux-x86_64-3.7creating build/lib.linux-x86_64-3.7/spatial_correlation_samplercopying Correlation_Module/spatial_correlation_sampler/spatial_correlation_sampler.py -> build/lib.linux-x86_64-3.7/spatial_correlation_samplercopying Correlation_Module/spatial_correlation_sampler/__init__.py -> build/lib.linux-x86_64-3.7/spatial_correlation_samplerrunning build_extbuilding &＃39;spatial_correlation_sampler_backend&＃39; extensioncreating build/temp.linux-x86_64-3.7creating build/temp.linux-x86_64-3.7/Correlation_Modulegcc -pthread -B /home/cody/anaconda3/envs/pytracking/compiler_compat -Wl,--sysroot&＃61;/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation.cpp -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation.o -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -std&＃61;c&＃43;&＃43;11cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C&＃43;&＃43;gcc -pthread -B /home/cody/anaconda3/envs/pytracking/compiler_compat -Wl,--sysroot&＃61;/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation_sampler.cpp -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation_sampler.o -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -std&＃61;c&＃43;&＃43;11cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C&＃43;&＃43;:/usr/local/cuda-10.0/bin/nvcc -DUSE_CUDA -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/TH -I/home/cody/anaconda3/envs/pytracking/lib/python3.7/site-packages/torch/include/THC -I:/usr/local/cuda-10.0/include -I/home/cody/anaconda3/envs/pytracking/include/python3.7m -c Correlation_Module/correlation_cuda_kernel.cu -o build/temp.linux-x86_64-3.7/Correlation_Module/correlation_cuda_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options &＃39;-fPIC&＃39; -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME&＃61;spatial_correlation_sampler_backend -D_GLIBCXX_USE_CXX11_ABI&＃61;1 -gencode&＃61;arch&＃61;compute_61,code&＃61;sm_61 -std&＃61;c&＃43;&＃43;11unable to execute &＃39;:/usr/local/cuda-10.0/bin/nvcc&＃39;: No such file or directoryerror: command &＃39;:/usr/local/cuda-10.0/bin/nvcc&＃39; failed with exit status 1----------------------------------------
ERROR: Command errored out with exit status 1: /home/cody/anaconda3/envs/pytracking/bin/python -u -c &＃39;import sys, setuptools, tokenize; sys.argv[0] &＃61; &＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;; __file__&＃61;&＃39;"&＃39;"&＃39;/tmp/pip-install-r145eod1/spatial-correlation-sampler/setup.py&＃39;"&＃39;"&＃39;;f&＃61;getattr(tokenize, &＃39;"&＃39;"&＃39;open&＃39;"&＃39;"&＃39;, open)(__file__);code&＃61;f.read().replace(&＃39;"&＃39;"&＃39;\r\n&＃39;"&＃39;"&＃39;, &＃39;"&＃39;"&＃39;\n&＃39;"&＃39;"&＃39;);f.close();exec(compile(code, __file__, &＃39;"&＃39;"&＃39;exec&＃39;"&＃39;"&＃39;))&＃39; install --record /tmp/pip-record-p345xhjc/install-record.txt --single-version-externally-managed --compile --install-headers /home/cody/anaconda3/envs/pytracking/include/python3.7m/spatial-correlation-sampler Check the logs for full command output.(pytracking) cody&＃64;cody:~$ export CUDA_HOME&＃61;/usr/local/cuda-10.0(pytracking) cody&＃64;cody:~$ pip install spatial-correlation-sampler
Collecting spatial-correlation-samplerUsing cached spatial_correlation_sampler-0.2.1.tar.gz (8.2 kB)
Requirement already satisfied: torch>&＃61;1.1 in ./anaconda3/envs/pytracking/lib/python3.7/site-packages (from spatial-correlation-sampler) (1.3.1)
Requirement already satisfied: numpy in ./anaconda3/envs/pytracking/lib/python3.7/site-packages (from spatial-correlation-sampler) (1.19.1)
Building wheels for collected packages: spatial-correlation-samplerBuilding wheel for spatial-correlation-sampler (setup.py) ... doneCreated wheel for spatial-correlation-sampler: filename&＃61;spatial_correlation_sampler-0.2.1-cp37-cp37m-linux_x86_64.whl size&＃61;2027391 sha256&＃61;c2ff30e4d81d581d9455937f88317bdaf6054734765491ee5fd6771ecef4851cStored in directory: /home/cody/.cache/pip/wheels/c3/0e/10/4b97e589249d5fdfff11f472fc432de58713b25e10b3579ecd
Successfully built spatial-correlation-sampler
Installing collected packages: spatial-correlation-sampler
Successfully installed spatial-correlation-sampler-0.2.1