用requirements.txt配置环境

1. 在anaconda创建环境

创建Python版本为3.8的环境，与yolov5所需的包适配。

2. 在Anaconda Prompt中激活环境

(base) C:\Users\吴伊晴>conda activate yolov5

3. 配置环境

用指定路径中的requirements.txt配置环境。

(yolov5) C:\Users\吴伊晴>pip install -r D:\object_detection\yolov5-master\requirements.txt
Collecting gitpython>=3.1.30 (from -r D:\object_detection\yolov5-master\requirements.txt (line 5))Downloading GitPython-3.1.43-py3-none-any.whl.metadata (13 kB)
Collecting matplotlib>=3.3 (from -r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading matplotlib-3.7.5-cp38-cp38-win_amd64.whl.metadata (5.8 kB)
Collecting numpy>=1.23.5 (from -r D:\object_detection\yolov5-master\requirements.txt (line 7))Downloading numpy-1.24.4-cp38-cp38-win_amd64.whl.metadata (5.6 kB)
Collecting opencv-python>=4.1.1 (from -r D:\object_detection\yolov5-master\requirements.txt (line 8))Downloading opencv_python-4.10.0.84-cp37-abi3-win_amd64.whl.metadata (20 kB)
Collecting pillow>=10.3.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 9))Downloading pillow-10.4.0-cp38-cp38-win_amd64.whl.metadata (9.3 kB)
Collecting psutil (from -r D:\object_detection\yolov5-master\requirements.txt (line 10))Downloading psutil-6.0.0-cp37-abi3-win_amd64.whl.metadata (22 kB)
Collecting PyYAML>=5.3.1 (from -r D:\object_detection\yolov5-master\requirements.txt (line 11))Downloading PyYAML-6.0.1-cp38-cp38-win_amd64.whl.metadata (2.1 kB)
Collecting requests>=2.32.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 12))Downloading requests-2.32.3-py3-none-any.whl.metadata (4.6 kB)
Collecting scipy>=1.4.1 (from -r D:\object_detection\yolov5-master\requirements.txt (line 13))Downloading scipy-1.10.1-cp38-cp38-win_amd64.whl.metadata (58 kB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 59.0/59.0 kB 447.1 kB/s eta 0:00:00
Collecting thop>=0.1.1 (from -r D:\object_detection\yolov5-master\requirements.txt (line 14))Using cached thop-0.1.1.post2209072238-py3-none-any.whl.metadata (2.7 kB)
Collecting torch>=1.8.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading torch-2.3.1-cp38-cp38-win_amd64.whl.metadata (26 kB)
Collecting torchvision>=0.9.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 16))Downloading torchvision-0.18.1-cp38-cp38-win_amd64.whl.metadata (6.6 kB)
Collecting tqdm>=4.64.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 17))Using cached tqdm-4.66.4-py3-none-any.whl.metadata (57 kB)
Collecting ultralytics>=8.2.34 (from -r D:\object_detection\yolov5-master\requirements.txt (line 18))Downloading ultralytics-8.2.49-py3-none-any.whl.metadata (41 kB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 41.2/41.2 kB 999.0 kB/s eta 0:00:00
Collecting pandas>=1.1.4 (from -r D:\object_detection\yolov5-master\requirements.txt (line 27))Downloading pandas-2.0.3-cp38-cp38-win_amd64.whl.metadata (18 kB)
Collecting seaborn>=0.11.0 (from -r D:\object_detection\yolov5-master\requirements.txt (line 28))Using cached seaborn-0.13.2-py3-none-any.whl.metadata (5.4 kB)
Requirement already satisfied: setuptools>=65.5.1 in d:\env\anaconda\envs\yolov5\lib\site-packages (from -r D:\object_detection\yolov5-master\requirements.txt (line 42)) (69.5.1)
Collecting gitdb<5,>=4.0.1 (from gitpython>=3.1.30->-r D:\object_detection\yolov5-master\requirements.txt (line 5))Downloading gitdb-4.0.11-py3-none-any.whl.metadata (1.2 kB)
Collecting contourpy>=1.0.1 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading contourpy-1.1.1-cp38-cp38-win_amd64.whl.metadata (5.9 kB)
Collecting cycler>=0.10 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading cycler-0.12.1-py3-none-any.whl.metadata (3.8 kB)
Collecting fonttools>=4.22.0 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading fonttools-4.53.1-cp38-cp38-win_amd64.whl.metadata (165 kB)━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 165.9/165.9 kB 905.1 kB/s eta 0:00:00
Collecting kiwisolver>=1.0.1 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading kiwisolver-1.4.5-cp38-cp38-win_amd64.whl.metadata (6.5 kB)
Collecting packaging>=20.0 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading packaging-24.1-py3-none-any.whl.metadata (3.2 kB)
Collecting pyparsing>=2.3.1 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading pyparsing-3.1.2-py3-none-any.whl.metadata (5.1 kB)
Collecting python-dateutil>=2.7 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Using cached python_dateutil-2.9.0.post0-py2.py3-none-any.whl.metadata (8.4 kB)
Collecting importlib-resources>=3.2.0 (from matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading importlib_resources-6.4.0-py3-none-any.whl.metadata (3.9 kB)
Collecting charset-normalizer<4,>=2 (from requests>=2.32.0->-r D:\object_detection\yolov5-master\requirements.txt (line 12))Downloading charset_normalizer-3.3.2-cp38-cp38-win_amd64.whl.metadata (34 kB)
Collecting idna<4,>=2.5 (from requests>=2.32.0->-r D:\object_detection\yolov5-master\requirements.txt (line 12))Using cached idna-3.7-py3-none-any.whl.metadata (9.9 kB)
Collecting urllib3<3,>=1.21.1 (from requests>=2.32.0->-r D:\object_detection\yolov5-master\requirements.txt (line 12))Downloading urllib3-2.2.2-py3-none-any.whl.metadata (6.4 kB)
Collecting certifi>=2017.4.17 (from requests>=2.32.0->-r D:\object_detection\yolov5-master\requirements.txt (line 12))Downloading certifi-2024.7.4-py3-none-any.whl.metadata (2.2 kB)
Collecting filelock (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading filelock-3.15.4-py3-none-any.whl.metadata (2.9 kB)
Collecting typing-extensions>=4.8.0 (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading typing_extensions-4.12.2-py3-none-any.whl.metadata (3.0 kB)
Collecting sympy (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading sympy-1.12.1-py3-none-any.whl.metadata (12 kB)
Collecting networkx (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading networkx-3.1-py3-none-any.whl.metadata (5.3 kB)
Collecting jinja2 (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Using cached jinja2-3.1.4-py3-none-any.whl.metadata (2.6 kB)
Collecting fsspec (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading fsspec-2024.6.1-py3-none-any.whl.metadata (11 kB)
Collecting mkl<=2021.4.0,>=2021.1.1 (from torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Using cached mkl-2021.4.0-py2.py3-none-win_amd64.whl.metadata (1.4 kB)
Collecting colorama (from tqdm>=4.64.0->-r D:\object_detection\yolov5-master\requirements.txt (line 17))Using cached colorama-0.4.6-py2.py3-none-any.whl.metadata (17 kB)
Collecting py-cpuinfo (from ultralytics>=8.2.34->-r D:\object_detection\yolov5-master\requirements.txt (line 18))Using cached py_cpuinfo-9.0.0-py3-none-any.whl.metadata (794 bytes)
Collecting ultralytics-thop>=2.0.0 (from ultralytics>=8.2.34->-r D:\object_detection\yolov5-master\requirements.txt (line 18))Downloading ultralytics_thop-2.0.0-py3-none-any.whl.metadata (8.5 kB)
Collecting pytz>=2020.1 (from pandas>=1.1.4->-r D:\object_detection\yolov5-master\requirements.txt (line 27))Using cached pytz-2024.1-py2.py3-none-any.whl.metadata (22 kB)
Collecting tzdata>=2022.1 (from pandas>=1.1.4->-r D:\object_detection\yolov5-master\requirements.txt (line 27))Using cached tzdata-2024.1-py2.py3-none-any.whl.metadata (1.4 kB)
Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython>=3.1.30->-r D:\object_detection\yolov5-master\requirements.txt (line 5))Downloading smmap-5.0.1-py3-none-any.whl.metadata (4.3 kB)
Collecting zipp>=3.1.0 (from importlib-resources>=3.2.0->matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Downloading zipp-3.19.2-py3-none-any.whl.metadata (3.6 kB)
Collecting intel-openmp==2021.* (from mkl<=2021.4.0,>=2021.1.1->torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Using cached intel_openmp-2021.4.0-py2.py3-none-win_amd64.whl.metadata (1.2 kB)
Collecting tbb==2021.* (from mkl<=2021.4.0,>=2021.1.1->torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading tbb-2021.13.0-py3-none-win_amd64.whl.metadata (1.1 kB)
Collecting six>=1.5 (from python-dateutil>=2.7->matplotlib>=3.3->-r D:\object_detection\yolov5-master\requirements.txt (line 6))Using cached six-1.16.0-py2.py3-none-any.whl.metadata (1.8 kB)
Collecting MarkupSafe>=2.0 (from jinja2->torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Downloading MarkupSafe-2.1.5-cp38-cp38-win_amd64.whl.metadata (3.1 kB)
Collecting mpmath<1.4.0,>=1.1.0 (from sympy->torch>=1.8.0->-r D:\object_detection\yolov5-master\requirements.txt (line 15))Using cached mpmath-1.3.0-py3-none-any.whl.metadata (8.6 kB)
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Downloading MarkupSafe-2.1.5-cp38-cp38-win_amd64.whl (17 kB)
Using cached mpmath-1.3.0-py3-none-any.whl (536 kB)
Using cached six-1.16.0-py2.py3-none-any.whl (11 kB)
Downloading smmap-5.0.1-py3-none-any.whl (24 kB)
Downloading zipp-3.19.2-py3-none-any.whl (9.0 kB)
Installing collected packages: tbb, pytz, py-cpuinfo, mpmath, intel-openmp, zipp, urllib3, tzdata, typing-extensions, sympy, smmap, six, PyYAML, pyparsing, psutil, pillow, packaging, numpy, networkx, mkl, MarkupSafe, kiwisolver, idna, fsspec, fonttools, filelock, cycler, colorama, charset-normalizer, certifi, tqdm, scipy, requests, python-dateutil, opencv-python, jinja2, importlib-resources, gitdb, contourpy, torch, pandas, matplotlib, gitpython, ultralytics-thop, torchvision, thop, seaborn, ultralytics
Successfully installed MarkupSafe-2.1.5 PyYAML-6.0.1 certifi-2024.7.4 charset-normalizer-3.3.2 colorama-0.4.6 contourpy-1.1.1 cycler-0.12.1 filelock-3.15.4 fonttools-4.53.1 fsspec-2024.6.1 gitdb-4.0.11 gitpython-3.1.43 idna-3.7 importlib-resources-6.4.0 intel-openmp-2021.4.0 jinja2-3.1.4 kiwisolver-1.4.5 matplotlib-3.7.5 mkl-2021.4.0 mpmath-1.3.0 networkx-3.1 numpy-1.24.4 opencv-python-4.10.0.84 packaging-24.1 pandas-2.0.3 pillow-10.4.0 psutil-6.0.0 py-cpuinfo-9.0.0 pyparsing-3.1.2 python-dateutil-2.9.0.post0 pytz-2024.1 requests-2.32.3 scipy-1.10.1 seaborn-0.13.2 six-1.16.0 smmap-5.0.1 sympy-1.12.1 tbb-2021.13.0 thop-0.1.1.post2209072238 torch-2.3.1 torchvision-0.18.1 tqdm-4.66.4 typing-extensions-4.12.2 tzdata-2024.1 ultralytics-8.2.49 ultralytics-thop-2.0.0 urllib3-2.2.2 zipp-3.19.2

4. 检查环境

(yolov5) C:\Users\吴伊晴>conda list
# packages in environment at D:\Env\ANACONDA\envs\yolov5:
#
# Name                    Version                   Build  Channel
ca-certificates           2024.3.11            haa95532_0
certifi                   2024.7.4                 pypi_0    pypi
charset-normalizer        3.3.2                    pypi_0    pypi
colorama                  0.4.6                    pypi_0    pypi
contourpy                 1.1.1                    pypi_0    pypi
cycler                    0.12.1                   pypi_0    pypi
filelock                  3.15.4                   pypi_0    pypi
fonttools                 4.53.1                   pypi_0    pypi
fsspec                    2024.6.1                 pypi_0    pypi
gitdb                     4.0.11                   pypi_0    pypi
gitpython                 3.1.43                   pypi_0    pypi
idna                      3.7                      pypi_0    pypi
importlib-resources       6.4.0                    pypi_0    pypi
intel-openmp              2021.4.0                 pypi_0    pypi
jinja2                    3.1.4                    pypi_0    pypi
kiwisolver                1.4.5                    pypi_0    pypi
libffi                    3.4.4                hd77b12b_1
markupsafe                2.1.5                    pypi_0    pypi
matplotlib                3.7.5                    pypi_0    pypi
mkl                       2021.4.0                 pypi_0    pypi
mpmath                    1.3.0                    pypi_0    pypi
networkx                  3.1                      pypi_0    pypi
numpy                     1.24.4                   pypi_0    pypi
opencv-python             4.10.0.84                pypi_0    pypi
openssl                   3.0.14               h827c3e9_0
packaging                 24.1                     pypi_0    pypi
pandas                    2.0.3                    pypi_0    pypi
pillow                    10.4.0                   pypi_0    pypi
pip                       24.0             py38haa95532_0
psutil                    6.0.0                    pypi_0    pypi
py-cpuinfo                9.0.0                    pypi_0    pypi
pyparsing                 3.1.2                    pypi_0    pypi
python                    3.8.19               h1aa4202_0
python-dateutil           2.9.0.post0              pypi_0    pypi
pytz                      2024.1                   pypi_0    pypi
pyyaml                    6.0.1                    pypi_0    pypi
requests                  2.32.3                   pypi_0    pypi
scipy                     1.10.1                   pypi_0    pypi
seaborn                   0.13.2                   pypi_0    pypi
setuptools                69.5.1           py38haa95532_0
six                       1.16.0                   pypi_0    pypi
smmap                     5.0.1                    pypi_0    pypi
sqlite                    3.45.3               h2bbff1b_0
sympy                     1.12.1                   pypi_0    pypi
tbb                       2021.13.0                pypi_0    pypi
thop                      0.1.1-2209072238          pypi_0    pypi
torch                     2.3.1                    pypi_0    pypi
torchvision               0.18.1                   pypi_0    pypi
tqdm                      4.66.4                   pypi_0    pypi
typing-extensions         4.12.2                   pypi_0    pypi
tzdata                    2024.1                   pypi_0    pypi
ultralytics               8.2.49                   pypi_0    pypi
ultralytics-thop          2.0.0                    pypi_0    pypi
urllib3                   2.2.2                    pypi_0    pypi
vc                        14.2                 h2eaa2aa_4
vs2015_runtime            14.29.30133          h43f2093_4
wheel                     0.43.0           py38haa95532_0
zipp                      3.19.2                   pypi_0    pypi