1. install tensorflow(这里用windows本机跑，其它选择请看官方文档
conda install -c conda-forge cudatoolkit=11.8 cudnn=8.1.0
# Anything above 2.10 is not supported on the GPU on Windows Native
python -m pip install "tensorflow<2.11"
# Verify the installation:
python -c "import tensorflow as tf; print(tf.config.list_physical_devices('GPU'))"pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118pip install -r requirements.txt- 由于开发过程中没有一次性搭建好所有环境，使用了一些不同的库，所以可能会有一些冲突，如果有冲突请按照提示更换版本
- requirements.txt中也许没有包含所有的库，如果有缺失请自行安装
- 如果有问题，请提issue
# packages in environment at D:\IDE\python\miniconda\envs\emotion_attendance_system:
#
# Name Version Build Channel
absl-py 2.1.0 pypi_0 pypi
antlr4-python3-runtime 4.9.3 pypi_0 pypi
anyio 4.4.0 pypi_0 pypi
argon2-cffi 23.1.0 pypi_0 pypi
argon2-cffi-bindings 21.2.0 pypi_0 pypi
arrow 1.3.0 pypi_0 pypi
asttokens 2.4.1 pypi_0 pypi
astunparse 1.6.3 pypi_0 pypi
async-lru 2.0.4 pypi_0 pypi
attrs 23.2.0 pypi_0 pypi
babel 2.15.0 pypi_0 pypi
beautifulsoup4 4.12.3 pypi_0 pypi
blas 1.0 mkl
bleach 6.1.0 pypi_0 pypi
blinker 1.8.2 pypi_0 pypi
bottleneck 1.3.7 py310h9128911_0
brotli 1.0.9 h2bbff1b_8
brotli-bin 1.0.9 h2bbff1b_8
brotli-python 1.0.9 py310hd77b12b_8
bzip2 1.0.8 h2bbff1b_6
ca-certificates 2024.6.2 h56e8100_0 conda-forge
cachetools 5.3.3 pypi_0 pypi
certifi 2024.2.2 py310haa95532_0
charset-normalizer 2.0.4 pyhd3eb1b0_0
click 8.1.7 pypi_0 pypi
colorama 0.4.6 pypi_0 pypi
comm 0.2.2 pypi_0 pypi
contourpy 1.2.0 py310h59b6b97_0
cuda-cccl 12.4.127 0 nvidia
cuda-cudart 11.8.89 0 nvidia
cuda-cudart-dev 11.8.89 0 nvidia
cuda-cupti 11.8.87 0 nvidia
cuda-libraries 11.8.0 0 nvidia
cuda-libraries-dev 11.8.0 0 nvidia
cuda-nvrtc 11.8.89 0 nvidia
cuda-nvrtc-dev 11.8.89 0 nvidia
cuda-nvtx 11.8.86 0 nvidia
cuda-profiler-api 12.4.127 0 nvidia
cuda-runtime 11.8.0 0 nvidia
cudatoolkit 11.8.0 h09e9e62_13 conda-forge
cudnn 8.1.0.77 h3e0f4f4_0 conda-forge
cycler 0.11.0 pyhd3eb1b0_0
debugpy 1.8.1 pypi_0 pypi
decorator 5.1.1 pypi_0 pypi
deepface 0.0.91 pypi_0 pypi
defusedxml 0.7.1 pypi_0 pypi
dlib 19.22.99 pypi_0 pypi
exceptiongroup 1.2.1 pypi_0 pypi
executing 2.0.1 pypi_0 pypi
face-recognition 1.3.0 pypi_0 pypi
face-recognition-models 0.3.0 pypi_0 pypi
fastjsonschema 2.19.1 pypi_0 pypi
filelock 3.14.0 pypi_0 pypi
fire 0.6.0 pypi_0 pypi
flask 3.0.3 pypi_0 pypi
flask-cors 4.0.1 pypi_0 pypi
flatbuffers 24.3.25 pypi_0 pypi
fonttools 4.51.0 py310h2bbff1b_0
fqdn 1.5.1 pypi_0 pypi
freetype 2.12.1 ha860e81_0
fsspec 2024.5.0 pypi_0 pypi
gast 0.4.0 pypi_0 pypi
gdown 5.2.0 pypi_0 pypi
gmpy2 2.1.2 py310h7f96b67_0
google-auth 2.29.0 pypi_0 pypi
google-auth-oauthlib 0.4.6 pypi_0 pypi
google-pasta 0.2.0 pypi_0 pypi
grpcio 1.64.0 pypi_0 pypi
gunicorn 22.0.0 pypi_0 pypi
h11 0.14.0 pypi_0 pypi
h5py 3.11.0 pypi_0 pypi
httpcore 1.0.5 pypi_0 pypi
httpx 0.27.0 pypi_0 pypi
icc_rt 2022.1.0 h6049295_2
icu 73.1 h6c2663c_0
idna 3.7 py310haa95532_0
intel-openmp 2021.4.0 pypi_0 pypi
ipykernel 6.29.4 pypi_0 pypi
ipython 8.24.0 pypi_0 pypi
isoduration 20.11.0 pypi_0 pypi
itsdangerous 2.2.0 pypi_0 pypi
jedi 0.19.1 pypi_0 pypi
jinja2 3.1.4 py310haa95532_0
joblib 1.4.0 py310haa95532_0
jpeg 9e h2bbff1b_1
json5 0.9.25 pypi_0 pypi
jsonpointer 2.4 pypi_0 pypi
jsonschema 4.22.0 pypi_0 pypi
jsonschema-specifications 2023.12.1 pypi_0 pypi
jupyter-client 8.6.2 pypi_0 pypi
jupyter-core 5.7.2 pypi_0 pypi
jupyter-events 0.10.0 pypi_0 pypi
jupyter-lsp 2.2.5 pypi_0 pypi
jupyter-server 2.14.1 pypi_0 pypi
jupyter-server-terminals 0.5.3 pypi_0 pypi
jupyterlab 4.2.1 pypi_0 pypi
jupyterlab-pygments 0.3.0 pypi_0 pypi
jupyterlab-server 2.27.2 pypi_0 pypi
keras 2.10.0 pypi_0 pypi
keras-facenet 0.3.2 pypi_0 pypi
keras-preprocessing 1.1.2 pypi_0 pypi
kiwisolver 1.4.4 py310hd77b12b_0
krb5 1.20.1 h5b6d351_0
lapx 0.5.9 pypi_0 pypi
lcms2 2.12 h83e58a3_0
lerc 3.0 hd77b12b_0
libblas 3.9.0 12_win64_mkl conda-forge
libbrotlicommon 1.0.9 h2bbff1b_8
libbrotlidec 1.0.9 h2bbff1b_8
libbrotlienc 1.0.9 h2bbff1b_8
libcblas 3.9.0 12_win64_mkl conda-forge
libclang 18.1.1 pypi_0 pypi
libclang13 14.0.6 default_h8e68704_1
libcublas 11.11.3.6 0 nvidia
libcublas-dev 11.11.3.6 0 nvidia
libcufft 10.9.0.58 0 nvidia
libcufft-dev 10.9.0.58 0 nvidia
libcurand 10.3.5.147 0 nvidia
libcurand-dev 10.3.5.147 0 nvidia
libcusolver 11.4.1.48 0 nvidia
libcusolver-dev 11.4.1.48 0 nvidia
libcusparse 11.7.5.86 0 nvidia
libcusparse-dev 11.7.5.86 0 nvidia
libdeflate 1.17 h2bbff1b_1
libffi 3.4.4 hd77b12b_1
libjpeg-turbo 2.0.0 h196d8e1_0
liblapack 3.9.0 12_win64_mkl conda-forge
libnpp 11.8.0.86 0 nvidia
libnpp-dev 11.8.0.86 0 nvidia
libnvjpeg 11.9.0.86 0 nvidia
libnvjpeg-dev 11.9.0.86 0 nvidia
libpng 1.6.39 h8cc25b3_0
libpq 12.17 h906ac69_0
libtiff 4.5.1 hd77b12b_0
libuv 1.44.2 h2bbff1b_0
libwebp-base 1.3.2 h2bbff1b_0
lz4-c 1.9.4 h2bbff1b_1
markdown 3.6 pypi_0 pypi
markupsafe 2.1.5 pypi_0 pypi
matplotlib 3.8.4 py310haa95532_0
matplotlib-base 3.8.4 py310h4ed8f06_0
matplotlib-inline 0.1.7 pypi_0 pypi
mistune 3.0.2 pypi_0 pypi
mkl 2021.4.0 pypi_0 pypi
mkl-service 2.4.0 py310h2bbff1b_0
mkl_fft 1.3.1 py310ha0764ea_0
mkl_random 1.2.2 py310h4ed8f06_0
mpc 1.1.0 h7edee0f_1
mpfr 4.0.2 h62dcd97_1
mpir 3.0.0 hec2e145_1
mpmath 1.3.0 py310haa95532_0
mtcnn 0.1.1 pypi_0 pypi
nbclient 0.10.0 pypi_0 pypi
nbconvert 7.16.4 pypi_0 pypi
nbformat 5.10.4 pypi_0 pypi
nest-asyncio 1.6.0 pypi_0 pypi
networkx 3.3 pypi_0 pypi
notebook 7.2.0 pypi_0 pypi
notebook-shim 0.2.4 pypi_0 pypi
numexpr 2.8.4 py310hd213c9f_0
numpy 1.24.3 py310hdc03b94_0
numpy-base 1.24.3 py310h3caf3d7_0
oauthlib 3.2.2 pypi_0 pypi
omegaconf 2.3.0 pypi_0 pypi
opencv-python 4.9.0.80 pypi_0 pypi
openjpeg 2.4.0 h4fc8c34_0
openssl 3.3.0 h2466b09_3 conda-forge
opt-einsum 3.3.0 pypi_0 pypi
overrides 7.7.0 pypi_0 pypi
packaging 24.0 pypi_0 pypi
pandas 2.2.1 py310h5da7b33_0
pandocfilters 1.5.1 pypi_0 pypi
parso 0.8.4 pypi_0 pypi
pillow 10.3.0 py310h2bbff1b_0
pip 24.0 py310haa95532_0
platformdirs 4.2.2 pypi_0 pypi
ply 3.11 py310haa95532_0
prometheus-client 0.20.0 pypi_0 pypi
prompt-toolkit 3.0.45 pypi_0 pypi
protobuf 3.20.0 pypi_0 pypi
psutil 5.9.8 pypi_0 pypi
pure-eval 0.2.2 pypi_0 pypi
py-cpuinfo 9.0.0 pypi_0 pypi
pyasn1 0.6.0 pypi_0 pypi
pyasn1-modules 0.4.0 pypi_0 pypi
pybind11-abi 5 hd3eb1b0_0
pycparser 2.22 pypi_0 pypi
pygments 2.18.0 pypi_0 pypi
pyparsing 3.0.9 py310haa95532_0
pyqt 5.15.10 py310hd77b12b_0
pyqt5-sip 12.13.0 py310h2bbff1b_0
pysocks 1.7.1 py310haa95532_0
python 3.10.14 he1021f5_1
python-dateutil 2.9.0post0 py310haa95532_2
python-json-logger 2.0.7 pypi_0 pypi
python-tzdata 2023.3 pyhd3eb1b0_0
python_abi 3.10 2_cp310 conda-forge
pytorch 2.3.0 py3.10_cuda11.8_cudnn8_0 pytorch
pytorch-cuda 11.8 h24eeafa_5 pytorch
pytorch-mutex 1.0 cuda pytorch
pytz 2024.1 py310haa95532_0
pywin32 306 pypi_0 pypi
pywinpty 2.0.13 pypi_0 pypi
pyyaml 6.0.1 py310h2bbff1b_0
pyzmq 26.0.3 pypi_0 pypi
qt-main 5.15.2 h19c9488_10
referencing 0.35.1 pypi_0 pypi
requests 2.32.3 pypi_0 pypi
requests-oauthlib 2.0.0 pypi_0 pypi
retina-face 0.0.17 pypi_0 pypi
rfc3339-validator 0.1.4 pypi_0 pypi
rfc3986-validator 0.1.1 pypi_0 pypi
rpds-py 0.18.1 pypi_0 pypi
rsa 4.9 pypi_0 pypi
scikit-learn 1.4.2 py310h4ed8f06_1
scipy 1.13.1 py310h46043a1_0 conda-forge
seaborn 0.13.2 pypi_0 pypi
send2trash 1.8.3 pypi_0 pypi
setuptools 69.5.1 py310haa95532_0
sip 6.7.12 py310hd77b12b_0
six 1.16.0 pyhd3eb1b0_1
sniffio 1.3.1 pypi_0 pypi
soupsieve 2.5 pypi_0 pypi
sqlite 3.45.3 h2bbff1b_0
stack-data 0.6.3 pypi_0 pypi
sympy 1.12.1 pypi_0 pypi
tbb 2021.12.0 pypi_0 pypi
tensorboard 2.10.1 pypi_0 pypi
tensorboard-data-server 0.6.1 pypi_0 pypi
tensorboard-plugin-wit 1.8.1 pypi_0 pypi
tensorflow 2.10.1 pypi_0 pypi
tensorflow-estimator 2.10.0 pypi_0 pypi
tensorflow-io-gcs-filesystem 0.31.0 pypi_0 pypi
termcolor 2.4.0 pypi_0 pypi
terminado 0.18.1 pypi_0 pypi
threadpoolctl 2.2.0 pyh0d69192_0
tinycss2 1.3.0 pypi_0 pypi
tk 8.6.14 h0416ee5_0
tomli 2.0.1 py310haa95532_0
torch 2.3.0 pypi_0 pypi
torchaudio 2.3.0 pypi_0 pypi
torchvision 0.18.0 pypi_0 pypi
tornado 6.3.3 py310h2bbff1b_0
tqdm 4.66.4 pypi_0 pypi
traitlets 5.14.3 pypi_0 pypi
types-python-dateutil 2.9.0.20240316 pypi_0 pypi
typing-extensions 4.12.0 pypi_0 pypi
typing_extensions 4.11.0 py310haa95532_0
tzdata 2024a h04d1e81_0
ucrt 10.0.22621.0 h57928b3_0 conda-forge
ultralytics 8.2.28 pypi_0 pypi
ultralytics-thop 0.2.7 pypi_0 pypi
unicodedata2 15.1.0 py310h2bbff1b_0
uri-template 1.3.0 pypi_0 pypi
urllib3 2.2.1 py310haa95532_0
vc 14.2 h2eaa2aa_1
vc14_runtime 14.38.33135 h835141b_20 conda-forge
vs2015_runtime 14.38.33135 h22015db_20 conda-forge
wcwidth 0.2.13 pypi_0 pypi
webcolors 1.13 pypi_0 pypi
webencodings 0.5.1 pypi_0 pypi
websocket-client 1.8.0 pypi_0 pypi
werkzeug 3.0.3 pypi_0 pypi
wheel 0.43.0 py310haa95532_0
win_inet_pton 1.1.0 py310haa95532_0
wrapt 1.16.0 pypi_0 pypi
xz 5.4.6 h8cc25b3_1
yaml 0.2.5 he774522_0
zlib 1.2.13 h8cc25b3_1
zstd 1.5.5 hd43e919_2