PaddleDetection配置记录
PaddleDetection配置记录
启动环境：
(base) C:\Users\BIM>conda activate wind_paddle
(wind_paddle) C:\Users\BIM>
下载程序(从github上下载)，进入目录：
(wind_paddle) F:\> (wind_paddle) F:\>cd F:\PaddlePaddle_Project\PaddleDetection-release-2.3 (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
配置：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>pip install -r requirements.txt Collecting tqdm Downloading tqdm-4.63.1-py2.py3-none-any.whl (76 kB) |████████████████████████████████| 76 kB 654 kB/s Collecting typeguard Downloading typeguard-2.13.3-py3-none-any.whl (17 kB) Collecting visualdl>=2.1.0 Downloading visualdl-2.2.3-py3-none-any.whl (2.7 MB) |████████████████████████████████| 2.7 MB 1.7 MB/s Collecting opencv-python Downloading opencv_python-4.5.5.64-cp36-abi3-win_amd64.whl (35.4 MB) |████████████████████████████████| 35.4 MB 6.8 MB/s Collecting PyYAML Downloading PyYAML-6.0-cp37-cp37m-win_amd64.whl (153 kB) |████████████████████████████████| 153 kB 1.3 MB/s Collecting shapely Downloading Shapely-1.8.1.post1-cp37-cp37m-win_amd64.whl (1.3 MB) |████████████████████████████████| 1.3 MB 3.2 MB/s Collecting scipy Downloading scipy-1.7.3-cp37-cp37m-win_amd64.whl (34.1 MB) |████████████████████████████████| 34.1 MB 371 kB/s Collecting terminaltables Downloading terminaltables-3.1.10-py2.py3-none-any.whl (15 kB) Collecting Cython Downloading Cython-0.29.28-py2.py3-none-any.whl (983 kB) |████████████████████████████████| 983 kB 6.8 MB/s Collecting pycocotools Downloading pycocotools-2.0.4.tar.gz (106 kB) |████████████████████████████████| 106 kB 6.4 MB/s Installing build dependencies ... done Getting requirements to build wheel ... done Preparing wheel metadata ... done Requirement already satisfied: setuptools>=42.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 12)) (52.0.0.post20210125) Collecting lap Downloading lap-0.4.0.tar.gz (1.5 MB) |████████████████████████████████| 1.5 MB 3.3 MB/s Collecting sklearn Using cached sklearn-0.0-py2.py3-none-any.whl Collecting motmetrics Downloading motmetrics-1.2.0-py3-none-any.whl (151 kB) |████████████████████████████████| 151 kB 3.2 MB/s Collecting openpyxl Downloading openpyxl-3.0.9-py2.py3-none-any.whl (242 kB) |████████████████████████████████| 242 kB 2.2 MB/s Collecting cython_bbox Downloading cython_bbox-0.1.3.tar.gz (41 kB) |████████████████████████████████| 41 kB 90 kB/s ERROR: Command errored out with exit status 1: command: 'E:\Anaconda3\install\envs\wind_paddle\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-hl1fukkf\\cython-bbox_60f769584e06444590769eb0cd7117fb\\setup.py'"'"'; __file__='"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-hl1fukkf\\cython-bbox_60f769584e06444590769eb0cd7117fb\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base 'C:\Users\BIM\AppData\Local\Temp\pip-pip-egg-info-8pbal6dv' cwd: C:\Users\BIM\AppData\Local\Temp\pip-install-hl1fukkf\cython-bbox_60f769584e06444590769eb0cd7117fb\ Complete output (5 lines): Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\BIM\AppData\Local\Temp\pip-install-hl1fukkf\cython-bbox_60f769584e06444590769eb0cd7117fb\setup.py", line 10, in <module> from Cython.Build import cythonize ModuleNotFoundError: No module named 'Cython' ---------------------------------------- WARNING: Discarding https://files.pythonhosted.org/packages/fa/b9/fc7d60e8c3b29cc0ff24a3bb3c4b7457e10b7610fbb2893741b623487b34/cython_bbox-0.1.3.tar.gz#sha256=82e2d887534ecc10d3507489a05b11259f3baacd29eee37e6d8c97e1ffb16554 (from https://pypi.org/simple/cython-bbox/). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output. Downloading cython_bbox-0.1.2.tar.gz (40 kB) |████████████████████████████████| 40 kB 2.6 MB/s ERROR: Command errored out with exit status 1: command: 'E:\Anaconda3\install\envs\wind_paddle\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-hl1fukkf\\cython-bbox_7ff496d259af44329f822075d82d1eae\\setup.py'"'"'; __file__='"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-hl1fukkf\\cython-bbox_7ff496d259af44329f822075d82d1eae\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base 'C:\Users\BIM\AppData\Local\Temp\pip-pip-egg-info-3w4_20vk' cwd: C:\Users\BIM\AppData\Local\Temp\pip-install-hl1fukkf\cython-bbox_7ff496d259af44329f822075d82d1eae\ Complete output (5 lines): Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\BIM\AppData\Local\Temp\pip-install-hl1fukkf\cython-bbox_7ff496d259af44329f822075d82d1eae\setup.py", line 10, in <module> from Cython.Build import cythonize ModuleNotFoundError: No module named 'Cython' ---------------------------------------- WARNING: Discarding https://files.pythonhosted.org/packages/be/50/21618d0e79554dadd44383a1448ae667941950e391e2d9f7cf1986a0a512/cython_bbox-0.1.2.tar.gz#sha256=81740b3b5e88be8ab12165fc6e176094ac71ef8bc12a27588fe94d85b6128c1c (from https://pypi.org/simple/cython-bbox/). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output. ERROR: Could not find a version that satisfies the requirement cython_bbox ERROR: No matching distribution found for cython_bbox (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
发现有错误，安装对应的缺失库：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>pip install CPython Collecting CPython Downloading cPython-0.0.6.tar.gz (4.7 kB) Collecting pymongo Downloading pymongo-4.0.2-cp37-cp37m-win_amd64.whl (350 kB) |████████████████████████████████| 350 kB 504 kB/s Requirement already satisfied: requests in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from CPython) (2.25.1) Requirement already satisfied: certifi>=2017.4.17 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->CPython) (2020.12.5) Requirement already satisfied: chardet<5,>=3.0.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->CPython) (4.0.0) Requirement already satisfied: urllib3<1.27,>=1.21.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->CPython) (1.26.4) Requirement already satisfied: idna<3,>=2.5 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->CPython) (2.10) Building wheels for collected packages: CPython Building wheel for CPython (setup.py) ... done Created wheel for CPython: filename=cPython-0.0.6-py3-none-any.whl size=4913 sha256=f4672bec7b56ae700d29355dd34e5d3f7b755ae8ca972a6f2d185161cad62a76 Stored in directory: c:\users\bim\appdata\local\pip\cache\wheels\88\92\ea\c32ad929e979a7303e010b29c736c793368f6f61c8c9902865 Successfully built CPython Installing collected packages: pymongo, CPython Successfully installed CPython-0.0.6 pymongo-4.0.2 (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
再次配置环境：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>pip install -r requirements.txt Collecting tqdm Using cached tqdm-4.63.1-py2.py3-none-any.whl (76 kB) Collecting typeguard Using cached typeguard-2.13.3-py3-none-any.whl (17 kB) Collecting visualdl>=2.1.0 Using cached visualdl-2.2.3-py3-none-any.whl (2.7 MB) Collecting opencv-python Using cached opencv_python-4.5.5.64-cp36-abi3-win_amd64.whl (35.4 MB) Collecting PyYAML Using cached PyYAML-6.0-cp37-cp37m-win_amd64.whl (153 kB) Collecting shapely Using cached Shapely-1.8.1.post1-cp37-cp37m-win_amd64.whl (1.3 MB) Collecting scipy Using cached scipy-1.7.3-cp37-cp37m-win_amd64.whl (34.1 MB) Collecting terminaltables Using cached terminaltables-3.1.10-py2.py3-none-any.whl (15 kB) Collecting Cython Using cached Cython-0.29.28-py2.py3-none-any.whl (983 kB) Collecting pycocotools Using cached pycocotools-2.0.4.tar.gz (106 kB) Installing build dependencies ... done Getting requirements to build wheel ... done Preparing wheel metadata ... done Requirement already satisfied: setuptools>=42.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 12)) (52.0.0.post20210125) Collecting lap Using cached lap-0.4.0.tar.gz (1.5 MB) Collecting sklearn Using cached sklearn-0.0-py2.py3-none-any.whl Collecting motmetrics Using cached motmetrics-1.2.0-py3-none-any.whl (151 kB) Collecting openpyxl Using cached openpyxl-3.0.9-py2.py3-none-any.whl (242 kB) Collecting cython_bbox Using cached cython_bbox-0.1.3.tar.gz (41 kB) ERROR: Command errored out with exit status 1: command: 'E:\Anaconda3\install\envs\wind_paddle\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-01po4sjw\\cython-bbox_dacb8880e413437c88133137b86d4f7b\\setup.py'"'"'; __file__='"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-01po4sjw\\cython-bbox_dacb8880e413437c88133137b86d4f7b\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base 'C:\Users\BIM\AppData\Local\Temp\pip-pip-egg-info-up_eedh7' cwd: C:\Users\BIM\AppData\Local\Temp\pip-install-01po4sjw\cython-bbox_dacb8880e413437c88133137b86d4f7b\ Complete output (5 lines): Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\BIM\AppData\Local\Temp\pip-install-01po4sjw\cython-bbox_dacb8880e413437c88133137b86d4f7b\setup.py", line 10, in <module> from Cython.Build import cythonize ModuleNotFoundError: No module named 'Cython' ---------------------------------------- WARNING: Discarding https://files.pythonhosted.org/packages/fa/b9/fc7d60e8c3b29cc0ff24a3bb3c4b7457e10b7610fbb2893741b623487b34/cython_bbox-0.1.3.tar.gz#sha256=82e2d887534ecc10d3507489a05b11259f3baacd29eee37e6d8c97e1ffb16554 (from https://pypi.org/simple/cython-bbox/). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output. Using cached cython_bbox-0.1.2.tar.gz (40 kB) ERROR: Command errored out with exit status 1: command: 'E:\Anaconda3\install\envs\wind_paddle\python.exe' -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-01po4sjw\\cython-bbox_15889c5335b64e6da5724b0af32010ea\\setup.py'"'"'; __file__='"'"'C:\\Users\\BIM\\AppData\\Local\\Temp\\pip-install-01po4sjw\\cython-bbox_15889c5335b64e6da5724b0af32010ea\\setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(__file__);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, __file__, '"'"'exec'"'"'))' egg_info --egg-base 'C:\Users\BIM\AppData\Local\Temp\pip-pip-egg-info-xctztxxq' cwd: C:\Users\BIM\AppData\Local\Temp\pip-install-01po4sjw\cython-bbox_15889c5335b64e6da5724b0af32010ea\ Complete output (5 lines): Traceback (most recent call last): File "<string>", line 1, in <module> File "C:\Users\BIM\AppData\Local\Temp\pip-install-01po4sjw\cython-bbox_15889c5335b64e6da5724b0af32010ea\setup.py", line 10, in <module> from Cython.Build import cythonize ModuleNotFoundError: No module named 'Cython' ---------------------------------------- WARNING: Discarding https://files.pythonhosted.org/packages/be/50/21618d0e79554dadd44383a1448ae667941950e391e2d9f7cf1986a0a512/cython_bbox-0.1.2.tar.gz#sha256=81740b3b5e88be8ab12165fc6e176094ac71ef8bc12a27588fe94d85b6128c1c (from https://pypi.org/simple/cython-bbox/). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output. ERROR: Could not find a version that satisfies the requirement cython_bbox ERROR: No matching distribution found for cython_bbox (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
发现缺少 cpython_bbox库，在官网上下载：https://pypi.org/project/cython-bbox/#files 源码，解压，进入目录下安装：
(wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3>python setup.py build_ext install running build_ext building 'cython_bbox' extension creating build creating build\temp.win-amd64-3.7 creating build\temp.win-amd64-3.7\Release creating build\temp.win-amd64-3.7\Release\src E:\VisualStudio_2015\install\VC\BIN\x86_amd64\cl.exe /c /nologo /Ox /W3 /GL /DNDEBUG /MD -IE:\Anaconda3\install\envs\wind_paddle\lib\site-packages\numpy\core\include -IE:\Anaconda3\install\envs\wind_paddle\include -IE:\Anaconda3\install\envs\wind_paddle\include -IE:\VisualStudio_2015\install\VC\INCLUDE -IE:\VisualStudio_2015\install\VC\ATLMFC\INCLUDE "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.14393.0\ucrt" "-IC:\Program Files (x86)\Windows Kits\NETFXSDK\4.6\include\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.14393.0\shared" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.14393.0\um" "-IC:\Program Files (x86)\Windows Kits\10\include\10.0.14393.0\winrt" /Tcsrc/cython_bbox.c /Fobuild\temp.win-amd64-3.7\Release\src/cython_bbox.obj gcc cl: 命令行 warning D9024 :无法识别的源文件类型“gcc”，假定为对象文件 cl: 命令行 warning D9027 :源文件“gcc”被忽略 cython_bbox.c e:\anaconda3\install\envs\wind_paddle\lib\site-packages\numpy\core\include\numpy\npy_1_7_deprecated_api.h(14) : Warning Msg: Using deprecated NumPy API, disable it with #define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION src/cython_bbox.c(1953): warning C4244: “=”: 从“npy_intp”转换到“unsigned int”，可能丢失数据 src/cython_bbox.c(1962): warning C4244: “=”: 从“npy_intp”转换到“unsigned int”，可能丢失数据 creating E:\Anaconda3\cython_bbox-0.1.3\build\lib.win-amd64-3.7 E:\VisualStudio_2015\install\VC\BIN\x86_amd64\link.exe /nologo /INCREMENTAL:NO /LTCG /DLL /MANIFEST:EMBED,ID=2 /MANIFESTUAC:NO /LIBPATH:E:\Anaconda3\install\envs\wind_paddle\libs /LIBPATH:E:\Anaconda3\install\envs\wind_paddle\PCbuild\amd64 /LIBPATH:E:\VisualStudio_2015\install\VC\LIB\amd64 /LIBPATH:E:\VisualStudio_2015\install\VC\ATLMFC\LIB\amd64 "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.14393.0\ucrt\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\NETFXSDK\4.6\lib\um\x64" "/LIBPATH:C:\Program Files (x86)\Windows Kits\10\lib\10.0.14393.0\um\x64" /EXPORT:PyInit_cython_bbox build\temp.win-amd64-3.7\Release\src/cython_bbox.obj /OUT:build\lib.win-amd64-3.7\cython_bbox.cp37-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.7\Release\src\cython_bbox.cp37-win_amd64.lib cython_bbox.obj : warning LNK4197: 多次指定导出“PyInit_cython_bbox”；使用第一个规范 正在创建库 build\temp.win-amd64-3.7\Release\src\cython_bbox.cp37-win_amd64.lib 和对象 build\temp.win-amd64-3.7\Release\src\cython_bbox.cp37-win_amd64.exp 正在生成代码 已完成代码的生成 running install running bdist_egg running egg_info writing cython_bbox.egg-info\PKG-INFO writing dependency_links to cython_bbox.egg-info\dependency_links.txt writing top-level names to cython_bbox.egg-info\top_level.txt reading manifest file 'cython_bbox.egg-info\SOURCES.txt' reading manifest template 'MANIFEST.in' writing manifest file 'cython_bbox.egg-info\SOURCES.txt' installing library code to build\bdist.win-amd64\egg running install_lib creating build\bdist.win-amd64 creating build\bdist.win-amd64\egg copying build\lib.win-amd64-3.7\cython_bbox.cp37-win_amd64.pyd -> build\bdist.win-amd64\egg creating stub loader for cython_bbox.cp37-win_amd64.pyd byte-compiling build\bdist.win-amd64\egg\cython_bbox.py to cython_bbox.cpython-37.pyc creating build\bdist.win-amd64\egg\EGG-INFO copying cython_bbox.egg-info\PKG-INFO -> build\bdist.win-amd64\egg\EGG-INFO copying cython_bbox.egg-info\SOURCES.txt -> build\bdist.win-amd64\egg\EGG-INFO copying cython_bbox.egg-info\dependency_links.txt -> build\bdist.win-amd64\egg\EGG-INFO copying cython_bbox.egg-info\top_level.txt -> build\bdist.win-amd64\egg\EGG-INFO writing build\bdist.win-amd64\egg\EGG-INFO\native_libs.txt zip_safe flag not set; analyzing archive contents... __pycache__.cython_bbox.cpython-37: module references __file__ creating dist creating 'dist\cython_bbox-0.1.3-py3.7-win-amd64.egg' and adding 'build\bdist.win-amd64\egg' to it removing 'build\bdist.win-amd64\egg' (and everything under it) Processing cython_bbox-0.1.3-py3.7-win-amd64.egg creating e:\anaconda3\install\envs\wind_paddle\lib\site-packages\cython_bbox-0.1.3-py3.7-win-amd64.egg Extracting cython_bbox-0.1.3-py3.7-win-amd64.egg to e:\anaconda3\install\envs\wind_paddle\lib\site-packages Adding cython-bbox 0.1.3 to easy-install.pth file Installed e:\anaconda3\install\envs\wind_paddle\lib\site-packages\cython_bbox-0.1.3-py3.7-win-amd64.egg Processing dependencies for cython-bbox==0.1.3 Finished processing dependencies for cython-bbox==0.1.3 (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3>
cpython_bbox库安装成功
再次配置环境：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>pip install -r requirements.txt Requirement already satisfied: tqdm in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 1)) (4.63.1) Requirement already satisfied: typeguard in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 2)) (2.13.3) Requirement already satisfied: visualdl>=2.1.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 3)) (2.2.3) Requirement already satisfied: opencv-python in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 4)) (4.5.5.64) Requirement already satisfied: PyYAML in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 5)) (6.0) Requirement already satisfied: shapely in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 6)) (1.8.1.post1) Requirement already satisfied: scipy in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 7)) (1.7.3) Requirement already satisfied: terminaltables in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 8)) (3.1.10) Requirement already satisfied: Cython in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 9)) (0.29.28) Requirement already satisfied: pycocotools in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 10)) (2.0.4) Requirement already satisfied: setuptools>=42.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 12)) (52.0.0.post20210125) Requirement already satisfied: lap in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 13)) (0.4.0) Requirement already satisfied: sklearn in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 14)) (0.0) Requirement already satisfied: motmetrics in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 15)) (1.2.0) Requirement already satisfied: openpyxl in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from -r requirements.txt (line 16)) (3.0.9) Requirement already satisfied: cython_bbox in e:\anaconda3\install\envs\wind_paddle\lib\site-packages\cython_bbox-0.1.3-py3.7-win-amd64.egg (from -r requirements.txt (line 17)) (0.1.3) Requirement already satisfied: protobuf>=3.11.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (3.15.8) Requirement already satisfied: flask>=1.1.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (2.0.3) Requirement already satisfied: six>=1.14.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (1.15.0) Requirement already satisfied: pre-commit in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (2.17.0) Requirement already satisfied: shellcheck-py in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (0.8.0.4) Requirement already satisfied: matplotlib in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (3.5.1) Requirement already satisfied: bce-python-sdk in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (0.8.64) Requirement already satisfied: requests in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (2.25.1) Requirement already satisfied: flake8>=3.7.9 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (4.0.1) Requirement already satisfied: pandas in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (1.1.5) Requirement already satisfied: numpy in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (1.19.3) Requirement already satisfied: Pillow>=7.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (9.0.1) Requirement already satisfied: Flask-Babel>=1.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from visualdl>=2.1.0->-r requirements.txt (line 3)) (2.0.0) Requirement already satisfied: mccabe<0.7.0,>=0.6.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.6.1) Requirement already satisfied: pycodestyle<2.9.0,>=2.8.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.8.0) Requirement already satisfied: importlib-metadata<4.3 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (4.2.0) Requirement already satisfied: pyflakes<2.5.0,>=2.4.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.4.0) Requirement already satisfied: Jinja2>=3.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.0.3) Requirement already satisfied: click>=7.1.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (8.0.4) Requirement already satisfied: Werkzeug>=2.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.0.3) Requirement already satisfied: itsdangerous>=2.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.1.1) Requirement already satisfied: colorama in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from click>=7.1.2->flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.4.4) Requirement already satisfied: pytz in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from Flask-Babel>=1.0.0->visualdl>=2.1.0->-r requirements.txt (line 3)) (2022.1) Requirement already satisfied: Babel>=2.3 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from Flask-Babel>=1.0.0->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.9.1) Requirement already satisfied: typing-extensions>=3.6.4 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from importlib-metadata<4.3->flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (4.1.1) Requirement already satisfied: zipp>=0.5 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from importlib-metadata<4.3->flake8>=3.7.9->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.7.0) Requirement already satisfied: MarkupSafe>=2.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from Jinja2>=3.0->flask>=1.1.1->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.1.1) Requirement already satisfied: flake8-import-order in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from motmetrics->-r requirements.txt (line 15)) (0.18.1) Requirement already satisfied: xmltodict>=0.12.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from motmetrics->-r requirements.txt (line 15)) (0.12.0) Requirement already satisfied: pytest in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from motmetrics->-r requirements.txt (line 15)) (7.1.1) Requirement already satisfied: pytest-benchmark in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from motmetrics->-r requirements.txt (line 15)) (3.4.1) Requirement already satisfied: python-dateutil>=2.7.3 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pandas->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.8.2) Requirement already satisfied: et-xmlfile in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from openpyxl->-r requirements.txt (line 16)) (1.1.0) Requirement already satisfied: pyparsing>=2.2.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from matplotlib->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.0.7) Requirement already satisfied: fonttools>=4.22.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from matplotlib->visualdl>=2.1.0->-r requirements.txt (line 3)) (4.31.2) Requirement already satisfied: kiwisolver>=1.0.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from matplotlib->visualdl>=2.1.0->-r requirements.txt (line 3)) (1.4.0) Requirement already satisfied: packaging>=20.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from matplotlib->visualdl>=2.1.0->-r requirements.txt (line 3)) (21.3) Requirement already satisfied: cycler>=0.10 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from matplotlib->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.11.0) Requirement already satisfied: scikit-learn in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from sklearn->-r requirements.txt (line 14)) (1.0.2) Requirement already satisfied: pycryptodome>=3.8.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from bce-python-sdk->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.14.1) Requirement already satisfied: future>=0.6.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from bce-python-sdk->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.18.2) Requirement already satisfied: cfgv>=2.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.3.1) Requirement already satisfied: virtualenv>=20.0.8 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (20.13.4) Requirement already satisfied: toml in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.10.2) Requirement already satisfied: identify>=1.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.4.12) Requirement already satisfied: nodeenv>=0.11.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (1.6.0) Requirement already satisfied: distlib<1,>=0.3.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from virtualenv>=20.0.8->pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (0.3.4) Requirement already satisfied: filelock<4,>=3.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from virtualenv>=20.0.8->pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (3.6.0) Requirement already satisfied: platformdirs<3,>=2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from virtualenv>=20.0.8->pre-commit->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.5.1) Requirement already satisfied: iniconfig in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (1.1.1) Requirement already satisfied: attrs>=19.2.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (21.4.0) Requirement already satisfied: pluggy<2.0,>=0.12 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (1.0.0) Requirement already satisfied: atomicwrites>=1.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (1.4.0) Requirement already satisfied: py>=1.8.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (1.11.0) Requirement already satisfied: tomli>=1.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest->motmetrics->-r requirements.txt (line 15)) (2.0.1) Requirement already satisfied: py-cpuinfo in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from pytest-benchmark->motmetrics->-r requirements.txt (line 15)) (8.0.0) Requirement already satisfied: chardet<5,>=3.0.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->visualdl>=2.1.0->-r requirements.txt (line 3)) (4.0.0) Requirement already satisfied: idna<3,>=2.5 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->visualdl>=2.1.0->-r requirements.txt (line 3)) (2.10) Requirement already satisfied: urllib3<1.27,>=1.21.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->visualdl>=2.1.0->-r requirements.txt (line 3)) (1.26.4) Requirement already satisfied: certifi>=2017.4.17 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests->visualdl>=2.1.0->-r requirements.txt (line 3)) (2020.12.5) Requirement already satisfied: threadpoolctl>=2.0.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from scikit-learn->sklearn->-r requirements.txt (line 14)) (3.1.0) Requirement already satisfied: joblib>=0.11 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from scikit-learn->sklearn->-r requirements.txt (line 14)) (1.1.0) (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
这次很顺利，所依赖的库全部配置成功。
查看：
pip list
(wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3>pip list Package Version ------------------- ------------------- astor 0.8.1 atomicwrites 1.4.0 attrs 21.4.0 Babel 2.9.1 bce-python-sdk 0.8.64 certifi 2020.12.5 cfgv 3.3.1 chardet 4.0.0 click 8.0.4 colorama 0.4.4 cPython 0.0.6 cycler 0.11.0 Cython 0.29.28 cython-bbox 0.1.3 decorator 5.0.7 distlib 0.3.4 et-xmlfile 1.1.0 filelock 3.6.0 flake8 4.0.1 flake8-import-order 0.18.1 Flask 2.0.3 Flask-Babel 2.0.0 fonttools 4.31.2 future 0.18.2 gast 0.3.3 identify 2.4.12 idna 2.10 importlib-metadata 4.2.0 iniconfig 1.1.1 itsdangerous 2.1.1 Jinja2 3.0.3 joblib 1.1.0 kiwisolver 1.4.0 lap 0.4.0 MarkupSafe 2.1.1 matplotlib 3.5.1 mccabe 0.6.1 motmetrics 1.2.0 nodeenv 1.6.0 numpy 1.19.3 opencv-python 4.5.5.64 openpyxl 3.0.9 packaging 21.3 paddledet 2.3.0 paddlepaddle-gpu 2.0.2.post110 pandas 1.1.5 Pillow 9.0.1 pip 21.0.1 platformdirs 2.5.1 pluggy 1.0.0 pre-commit 2.17.0 protobuf 3.15.8 py 1.11.0 py-cpuinfo 8.0.0 pycocotools 2.0.4 pycodestyle 2.8.0 pycryptodome 3.14.1 pyflakes 2.4.0 pymongo 4.0.2 pyparsing 3.0.7 pytest 7.1.1 pytest-benchmark 3.4.1 python-dateutil 2.8.2 pytz 2022.1 PyYAML 6.0 requests 2.25.1 scikit-learn 1.0.2 scipy 1.7.3 setuptools 52.0.0.post20210125 Shapely 1.8.1.post1 shellcheck-py 0.8.0.4 six 1.15.0 sklearn 0.0 terminaltables 3.1.10 threadpoolctl 3.1.0 toml 0.10.2 tomli 2.0.1 tqdm 4.63.1 typeguard 2.13.3 typing-extensions 4.1.1 urllib3 1.26.4 virtualenv 20.13.4 visualdl 2.2.3 Werkzeug 2.0.3 wheel 0.36.2 wincertstore 0.2 xmltodict 0.12.0 zipp 3.7.0 (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) E:\Anaconda3\cython_bbox-0.1.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
发现paddlepaddle-gpu库版本有点低了，这是去奶奶配置的，现在PaddleDetection需要高一点的版本，所以对paddlepaddle-gpu库升级：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>python -m pip install paddlepaddle-gpu==2.2.2.post112 -f https://www.paddlepaddle.org.cn/whl/windows/mkl/avx/stable.html Looking in links: https://www.paddlepaddle.org.cn/whl/windows/mkl/avx/stable.html Collecting paddlepaddle-gpu==2.2.2.post112 Downloading https://paddle-wheel.bj.bcebos.com/2.2.2/windows/windows-gpu-cuda11.2-cudnn8-mkl-avx/paddlepaddle_gpu-2.2.2.post112-cp37-cp37m-win_amd64.whl (376.7 MB) |████████████████████████████████| 376.7 MB 6.8 MB/s Requirement already satisfied: numpy<=1.19.3,>=1.13 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (1.19.3) Requirement already satisfied: six in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (1.15.0) Requirement already satisfied: Pillow in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (9.0.1) Requirement already satisfied: decorator in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (5.0.7) Requirement already satisfied: astor in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (0.8.1) Requirement already satisfied: protobuf>=3.1.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (3.15.8) Requirement already satisfied: requests>=2.20.0 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from paddlepaddle-gpu==2.2.2.post112) (2.25.1) Requirement already satisfied: chardet<5,>=3.0.2 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests>=2.20.0->paddlepaddle-gpu==2.2.2.post112) (4.0.0) Requirement already satisfied: urllib3<1.27,>=1.21.1 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests>=2.20.0->paddlepaddle-gpu==2.2.2.post112) (1.26.4) Requirement already satisfied: certifi>=2017.4.17 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests>=2.20.0->paddlepaddle-gpu==2.2.2.post112) (2020.12.5) Requirement already satisfied: idna<3,>=2.5 in e:\anaconda3\install\envs\wind_paddle\lib\site-packages (from requests>=2.20.0->paddlepaddle-gpu==2.2.2.post112) (2.10) Installing collected packages: paddlepaddle-gpu Attempting uninstall: paddlepaddle-gpu Found existing installation: paddlepaddle-gpu 2.0.2.post110 Uninstalling paddlepaddle-gpu-2.0.2.post110: Successfully uninstalled paddlepaddle-gpu-2.0.2.post110 Successfully installed paddlepaddle-gpu-2.2.2.post112 (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
paddlepaddle-gpu库升级成功。
再次查看版本：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>pip list Package Version ------------------- ------------------- astor 0.8.1 atomicwrites 1.4.0 attrs 21.4.0 Babel 2.9.1 bce-python-sdk 0.8.64 certifi 2020.12.5 cfgv 3.3.1 chardet 4.0.0 click 8.0.4 colorama 0.4.4 cPython 0.0.6 cycler 0.11.0 Cython 0.29.28 cython-bbox 0.1.3 decorator 5.0.7 distlib 0.3.4 et-xmlfile 1.1.0 filelock 3.6.0 flake8 4.0.1 flake8-import-order 0.18.1 Flask 2.0.3 Flask-Babel 2.0.0 fonttools 4.31.2 future 0.18.2 gast 0.3.3 identify 2.4.12 idna 2.10 importlib-metadata 4.2.0 iniconfig 1.1.1 itsdangerous 2.1.1 Jinja2 3.0.3 joblib 1.1.0 kiwisolver 1.4.0 lap 0.4.0 MarkupSafe 2.1.1 matplotlib 3.5.1 mccabe 0.6.1 motmetrics 1.2.0 nodeenv 1.6.0 numpy 1.19.3 opencv-python 4.5.5.64 openpyxl 3.0.9 packaging 21.3 paddledet 2.3.0 paddlepaddle-gpu 2.2.2.post112 pandas 1.1.5 Pillow 9.0.1 pip 21.0.1 platformdirs 2.5.1 pluggy 1.0.0 pre-commit 2.17.0 protobuf 3.15.8 py 1.11.0 py-cpuinfo 8.0.0 pycocotools 2.0.4 pycodestyle 2.8.0 pycryptodome 3.14.1 pyflakes 2.4.0 pymongo 4.0.2 pyparsing 3.0.7 pytest 7.1.1 pytest-benchmark 3.4.1 python-dateutil 2.8.2 pytz 2022.1 PyYAML 6.0 requests 2.25.1 scikit-learn 1.0.2 scipy 1.7.3 setuptools 52.0.0.post20210125 Shapely 1.8.1.post1 shellcheck-py 0.8.0.4 six 1.15.0 sklearn 0.0 terminaltables 3.1.10 threadpoolctl 3.1.0 toml 0.10.2 tomli 2.0.1 tqdm 4.63.1 typeguard 2.13.3 typing-extensions 4.1.1 urllib3 1.26.4 virtualenv 20.13.4 visualdl 2.2.3 Werkzeug 2.0.3 wheel 0.36.2 wincertstore 0.2 xmltodict 0.12.0 zipp 3.7.0 (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>
paddlepaddle-gpu2.2.2了。
下载coco 数据集
python dataset/coco/download_coco.py # coco数据集下载脚本
修改部分配置参数：
本项目选取yolov3_darknet.yml作为本项目的训练配置文件。该配置文件选取的是YOLOv3_darknet模型，骨干网络为DarkNet,yolo_head为YOLOv3Head。
本项目演示使用COCO的val数据集训练，对配置文件做如下修改（使用train数据集不需要做以下修改，可以直接一键式启动训练），work目录下提供了一个修改好的配置文件，也可在configs目录（即data/PaddleDetection/configs目录）下按照如下方式自行修改以下配置文件：
configs/yolov3/_base_/optimizer_270e.yml中epoch修改为100， 减少PiecewiseDecay的milestones到60和80，由于使用单卡训练，将LearningRate.base_lr减少8倍到0.000125。configs/datasets/coco_detection.yml中TrainDataset中anno_path和image_dir为val数据集路径configs/yolov3/_base_/yolov3_reader.yml中TrainReader.mixup_epoch修改为0，worker_num修改为4
configs/yolov3/yolov3_darknet53_270e_coco.yml文件配置好之后，就可以进行一键式模型训练。
运行训练程序，开始训练：
(wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3> (wind_paddle) F:\PaddlePaddle_Project\PaddleDetection-release-2.3>python tools/train.py -c configs/yolov3/yolov3_darknet53_100e_coco.yml --eval loading annotations into memory... Done (t=13.05s) creating index... index created! [03/24 21:13:34] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 200365, area: 0.0 x1: 296.65, y1: 388.33, x2: 297.67999999999995, y2: 388.33. [03/24 21:13:48] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 550395, area: 0.0 x1: 9.98, y1: 188.56, x2: 15.52, y2: 188.56. W0324 21:13:51.248656 11360 device_context.cc:447] Please NOTE: device: 0, GPU Compute Capability: 8.6, Driver API Version: 11.3, Runtime API Version: 11.2 W0324 21:13:51.311144 11360 device_context.cc:465] device: 0, cuDNN Version: 8.2. [03/24 21:13:55] ppdet.utils.download INFO: Downloading DarkNet53_pretrained.pdparams from https://paddledet.bj.bcebos.com/models/pretrained/DarkNet53_pretrained.pdparams 2%|██▊ | 3285/158704 [00:04<01:44, 1483.27KB/s]
正在训练中，希望能训练出一个满意的模型！
参考：https://www.paddlepaddle.org.cn/tutorials/projectdetail/2538218
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