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Dlib 是一个现代C++工具包,包含机器学习算法和工具,用于使用C++创建复杂的软件来解决现实问题。它在工业界和学术界的各领域都有广泛应用,包括机器人、嵌入式设备、移动电话和大型高性能计算环境。

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dlib C++ library Travis Status

Dlib is a modern C++ toolkit containing machine learning algorithms and tools for creating complex software in C++ to solve real world problems. See http://dlib.net for the main project documentation and API reference.

Compiling dlib C++ example programs

Go into the examples folder and type:

mkdir build; cd build; cmake .. ; cmake --build .

That will build all the examples. If you have a CPU that supports AVX instructions then turn them on like this:

mkdir build; cd build; cmake .. -DUSE_AVX_INSTRUCTIONS=1; cmake --build .

Doing so will make some things run faster.

Compiling dlib Python API

Before you can run the Python example programs you must compile dlib. Type:

python setup.py install

or type

python setup.py install --yes USE_AVX_INSTRUCTIONS

if you have a CPU that supports AVX instructions, since this makes some things run faster.

Running the unit test suite

Type the following to compile and run the dlib unit test suite:

cd dlib/test
mkdir build
cd build
cmake ..
cmake --build . --config Release
./dtest --runall

Note that on windows your compiler might put the test executable in a subfolder called Release. If that's the case then you have to go to that folder before running the test.

This library is licensed under the Boost Software License, which can be found in dlib/LICENSE.txt. The long and short of the license is that you can use dlib however you like, even in closed source commercial software.

dlib sponsors

This research is based in part upon work supported by the Office of the Director of National Intelligence (ODNI), Intelligence Advanced Research Projects Activity (IARPA) under contract number 2014-14071600010. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of ODNI, IARPA, or the U.S. Government.

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Dlib 是一个现代C++工具包,包含机器学习算法和工具,用于使用C++创建复杂的软件来解决现实问题。它在工业界和学术界的各领域都有广泛应用,包括机器人、嵌入式设备、移动电话和大型高性能计算环境。

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  • C++ 98.6%
  • Python 0.6%
  • CMake 0.3%
  • Cuda 0.3%
  • C 0.2%
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