首先非常感谢学长和老师的指导和帮助 我们项目使用了opencv和pytorch和一个并行的第三方库（都是依赖比较多，版本比较杂的库），只成功打包了部分功能。
1.人脸识别的部分功能（更换了更加轻量的预训练模型，导致在定位人脸的能力降低）
1.1人脸录入功能
1.2人脸训练功能
1.3人脸识别签到
2.签到功能
3.签退功能
4.哈希加密功能
1.教师端的刷新查看功能（使用了并行库）
2.多用户签到功能（消息队列有的电脑能够运行，有的电脑不行，原因尚未明确）
3.用户画像功能（历次签到时间通过socket传输过程中显示有违规字符，原因尚未明确）
4.打包也导致代码启动和运行速度明显降低，与项目多用户连接的实验数据可能存在出入
client端的主程序为 cilent.py
server端的主程序为 main.py
DATASource中有一个“haarcascade_frontalface_default.xml”的人脸定位，需要放置到client端的项目根目录中才能定位人脸
目前打包好的两个.exe文件均使用本机地址（127.0.0.1)端口号为12345，需要保证端口号不被占用（如果出现报错请关闭阿里云盘）
Python 3.9.18
name: sign
channels:
- anaconda
- conda-forge
- defaults
dependencies:
- _tflow_select=2.3.0=mkl
- abseil-cpp=20211102.0=hd77b12b_0
- aiohttp=3.9.0=py39h2bbff1b_0
- aiosignal=1.2.0=pyhd3eb1b0_0
- aom=3.5.0=h63175ca_0
- astunparse=1.6.3=py_0
- async-timeout=4.0.3=py39haa95532_0
- attrs=23.1.0=py39haa95532_0
- blas=1.0=mkl
- blinker=1.6.2=py39haa95532_0
- brotli-python=1.0.9=py39hd77b12b_7
- bzip2=1.0.8=hcfcfb64_5
- c-ares=1.19.1=h2bbff1b_0
- ca-certificates=2023.12.12=haa95532_0
- cachetools=4.2.2=pyhd3eb1b0_0
- cairo=1.16.0=haedb8bc_5
- certifi=2023.11.17=py39haa95532_0
- cffi=1.16.0=py39h2bbff1b_0
- charset-normalizer=2.0.4=pyhd3eb1b0_0
- click=8.1.7=py39haa95532_0
- colorama=0.4.6=py39haa95532_0
- cryptography=41.0.3=py39h3438e0d_0
- dav1d=1.2.0=hcfcfb64_0
- eigen=3.4.0=h59b6b97_0
- expat=2.5.0=h63175ca_1
- ffmpeg=4.2.2=he774522_0
- font-ttf-dejavu-sans-mono=2.37=hab24e00_0
- font-ttf-inconsolata=3.000=h77eed37_0
- font-ttf-source-code-pro=2.038=h77eed37_0
- font-ttf-ubuntu=0.83=h77eed37_1
- fontconfig=2.14.2=hbde0cde_0
- fonts-conda-ecosystem=1=0
- fonts-conda-forge=1=0
- freeglut=3.2.2=h63175ca_2
- freetype=2.12.1=ha860e81_0
- frozenlist=1.4.0=py39h2bbff1b_0
- gast=0.4.0=pyhd3eb1b0_0
- gettext=0.21.1=h5728263_0
- giflib=5.2.1=h8cc25b3_3
- glib=2.78.3=h12be248_0
- glib-tools=2.78.3=h12be248_0
- google-auth=2.22.0=py39haa95532_0
- google-pasta=0.2.0=pyhd3eb1b0_0
- graphite2=1.3.13=1000
- grpc-cpp=1.48.2=hf108199_0
- grpcio=1.48.2=py39hf108199_0
- gst-plugins-base=1.18.5=h9e645db_0
- gstreamer=1.18.5=hd78058f_0
- harfbuzz=2.4.0=h149af0c_1
- hdf5=1.12.1=h51c971a_3
- icc_rt=2022.1.0=h6049295_2
- icu=58.2=ha925a31_3
- idna=3.4=py39haa95532_0
- importlib-metadata=7.0.0=py39haa95532_1
- intel-openmp=2023.1.0=h59b6b97_46320
- jasper=2.0.33=hc2e4405_1
- jpeg=9e=h2bbff1b_1
- keras-preprocessing=1.1.2=pyhd3eb1b0_0
- krb5=1.20.1=h5b6d351_1
- lerc=3.0=hd77b12b_0
- libblas=3.9.0=1_h8933c1f_netlib
- libcblas=3.9.0=5_hd5c7e75_netlib
- libclang13=14.0.6=default_h8e68704_1
- libcurl=8.5.0=h86230a5_0
- libdeflate=1.17=h2bbff1b_1
- libexpat=2.5.0=h63175ca_1
- libffi=3.4.4=hd77b12b_0
- libglib=2.78.3=h16e383f_0
- libiconv=1.17=hcfcfb64_2
- liblapack=3.9.0=5_hd5c7e75_netlib
- liblapacke=3.9.0=5_hd5c7e75_netlib
- libogg=1.3.5=h2bbff1b_1
- libopencv=4.6.0=haa95532_5
- libopus=1.3.1=h8ffe710_1
- libpng=1.6.39=h8cc25b3_0
- libpq=12.15=hb652d5d_1
- libprotobuf=3.20.3=h23ce68f_0
- libsqlite=3.44.2=hcfcfb64_0
- libssh2=1.10.0=hcd4344a_2
- libtiff=4.5.1=hd77b12b_0
- libvorbis=1.3.7=he774522_0
- libwebp=1.3.2=hbc33d0d_0
- libwebp-base=1.3.2=h2bbff1b_0
- libxml2=2.10.4=h0ad7f3c_1
- libxslt=1.1.37=h2bbff1b_1
- libzlib=1.2.13=hcfcfb64_5
- lz4-c=1.9.4=h2bbff1b_0
- m2w64-gcc-libgfortran=5.3.0=6
- m2w64-gcc-libs=5.3.0=7
- m2w64-gcc-libs-core=5.3.0=7
- m2w64-gmp=6.1.0=2
- m2w64-libwinpthread-git=5.0.0.4634.697f757=2
- markdown=3.4.1=py39haa95532_0
- markupsafe=2.1.3=py39h2bbff1b_0
- mkl=2023.1.0=h6b88ed4_46358
- mkl-service=2.4.0=py39h2bbff1b_1
- mkl_fft=1.3.8=py39h2bbff1b_0
- mkl_random=1.2.4=py39h59b6b97_0
- msys2-conda-epoch=20160418=1
- multidict=6.0.4=py39h2bbff1b_0
- numpy=1.26.3=py39h055cbcc_0
- numpy-base=1.26.3=py39h65a83cf_0
- oauthlib=3.2.2=py39haa95532_0
- opencv=4.6.0=py39ha36de5b_5
- openh264=2.3.1=h63175ca_2
- openjpeg=2.4.0=h4fc8c34_0
- openssl=1.1.1w=h2bbff1b_0
- opt_einsum=3.3.0=pyhd3eb1b0_1
- packaging=23.1=py39haa95532_0
- pcre=8.45=hd77b12b_0
- pcre2=10.42=h17e33f8_0
- pillow=10.0.1=py39h045eedc_0
- pip=23.3.1=py39haa95532_0
- pixman=0.42.2=h63175ca_0
- protobuf=3.20.3=py39hd77b12b_0
- py-opencv=4.6.0=haa95532_5
- pyasn1=0.4.8=pyhd3eb1b0_0
- pyasn1-modules=0.2.8=py_0
- pycparser=2.21=pyhd3eb1b0_0
- pyjwt=2.4.0=py39haa95532_0
- pyopenssl=23.2.0=py39haa95532_0
- pysocks=1.7.1=py39haa95532_0
- python=3.9.18=h6244533_0
- python_abi=3.9=2_cp39
- qt-main=5.15.2=h6072711_9
- qt-webengine=5.15.9=h5bd16bc_7
- qtwebkit=5.212=h2bbfb41_5
- re2=2022.04.01=hd77b12b_0
- requests=2.31.0=py39haa95532_0
- requests-oauthlib=1.3.0=py_0
- rsa=4.7.2=pyhd3eb1b0_1
- scipy=1.11.4=py39h309d312_0
- setuptools=68.2.2=py39haa95532_0
- snappy=1.1.10=h6c2663c_1
- sqlite=3.41.2=h2bbff1b_0
- svt-av1=1.4.1=h63175ca_0
- tbb=2021.8.0=h59b6b97_0
- tensorboard-plugin-wit=1.8.1=py39haa95532_0
- tk=8.6.12=h2bbff1b_0
- ucrt=10.0.22621.0=h57928b3_0
- urllib3=1.26.18=py39haa95532_0
- vc=14.2=h21ff451_1
- vc14_runtime=14.38.33130=h82b7239_18
- vs2015_runtime=14.38.33130=hcb4865c_18
- werkzeug=2.2.3=py39haa95532_0
- wheel=0.41.2=py39haa95532_0
- win_inet_pton=1.1.0=py39haa95532_0
- x264=1!164.3095=h8ffe710_2
- x265=3.5=h2d74725_3
- xlrd=2.0.1=pyhd3eb1b0_1
- xlutils=2.0.0=pyhd3eb1b0_0
- xlwt=1.3.0=py39haa95532_0
- xz=5.4.5=h8cc25b3_0
- yarl=1.9.3=py39h2bbff1b_0
- zipp=3.17.0=py39haa95532_0
- zlib=1.2.13=hcfcfb64_5
- zstd=1.5.5=hd43e919_0
- pip:
- absl-py==2.0.0
- clang==5.0
- contourpy==1.2.0
- cycler==0.12.1
- et-xmlfile==1.1.0
- filelock==3.13.1
- flatbuffers==23.5.26
- fonttools==4.47.0
- fsspec==2023.12.2
- google-auth-oauthlib==1.2.0
- h5py==3.1.0
- importlib-resources==6.1.1
- jinja2==3.1.2
- keras==2.15.0
- kiwisolver==1.4.5
- libclang==16.0.6
- matplotlib==3.8.2
- ml-dtypes==0.2.0
- mpmath==1.3.0
- networkx==3.2.1
- opencv-contrib-python==4.5.4.58
- opencv-python==4.5.4.58
- openpyxl==3.1.2
- pandas==2.1.4
- pyparsing==3.1.1
- python-dateutil==2.8.2
- pytz==2023.3.post1
- six==1.15.0
- sympy==1.12
- tensorboard==2.15.1
- tensorboard-data-server==0.7.2
- tensorflow==2.15.0
- tensorflow-estimator==2.15.0
- tensorflow-intel==2.15.0
- tensorflow-io-gcs-filesystem==0.31.0
- termcolor==1.1.0
- torch==1.10.0+cu102
- torchaudio==0.10.0+cu102
- torchvision==0.11.1+cu102
- typing-extensions==4.9.0
- tzdata==2023.4
- wrapt==1.12.1