深度学习-卷积神经网络--MT CNN-人脸检测-推理-65
参考链接：人脸算法系列：MTCNN人脸检测详解
1. 下载代码
git clone https://github.com/YYuanAnyVision/mxnet_mtcnn_face_detection.git
2. 安装环境的准备
Python 3.7.5
pip install mxnet==1.5.0
pip install matplotlib==3.0.3
opencv-python 3.4.2.16
numpy 1.16.6
其他安装包版本
(keras-yolo3) D:\05-learning\15-learning-ai\09-人脸识别\mxnet_mtcnn_face_detection>pip list
Package Version
---------------------------- -----------
absl-py 2.1.0
anyio 3.7.1
argon2-cffi 23.1.0
argon2-cffi-bindings 21.2.0
astor 0.8.1
astunparse 1.6.3
attrs 23.2.0
backcall 0.2.0
beautifulsoup4 4.12.3
bleach 6.0.0
cachetools 5.3.3
certifi 2024.2.2
cffi 1.15.1
chardet 3.0.4
charset-normalizer 3.3.2
colorama 0.4.6
comm 0.1.4
cycler 0.11.0
Cython 3.0.10
debugpy 1.7.0
decorator 5.1.1
defusedxml 0.7.1
distro 1.9.0
entrypoints 0.4
exceptiongroup 1.2.0
fastjsonschema 2.19.1
flatbuffers 24.3.7
fonttools 4.38.0
gast 0.2.2
google-auth 2.28.2
google-auth-oauthlib 0.4.6
google-pasta 0.2.0
graphviz 0.8.4
grpcio 1.62.1
h5py 2.10.0
idna 2.6
imageio 2.31.2
imgaug 0.4.0
importlib-metadata 6.7.0
importlib-resources 5.12.0
ipykernel 6.16.2
ipython 7.34.0
ipython-genutils 0.2.0
ipywidgets 8.1.2
jedi 0.19.1
Jinja2 3.1.3
jsonschema 4.17.3
jupyter 1.0.0
jupyter_client 7.4.9
jupyter-console 6.6.3
jupyter_core 4.12.0
jupyter-server 1.24.0
jupyterlab-pygments 0.2.2
jupyterlab_widgets 3.0.10
Keras 2.1.6
Keras-Applications 1.0.8
Keras-Preprocessing 1.1.2
kiwisolver 1.4.5
libclang 18.1.1
Markdown 3.4.4
MarkupSafe 2.1.5
matplotlib 3.0.3
matplotlib-inline 0.1.6
mistune 3.0.2
mxnet 1.5.0
nbclassic 1.0.0
nbclient 0.7.4
nbconvert 7.6.0
nbformat 5.8.0
nest-asyncio 1.6.0
networkx 2.6.3
notebook 6.5.6
notebook_shim 0.2.4
numpy 1.16.6
oauthlib 3.2.2
opencv-python 3.4.2.16
opt-einsum 3.3.0
packaging 24.0
pandocfilters 1.5.1
parso 0.8.3
pickleshare 0.7.5
Pillow 9.5.0
pip 24.0
pkgutil_resolve_name 1.3.10
prometheus-client 0.17.1
prompt-toolkit 3.0.43
protobuf 3.19.6
psutil 5.9.8
pyasn1 0.5.1
pyasn1-modules 0.3.0
pycocotools 2.0
pycparser 2.21
Pygments 2.17.2
pyparsing 3.1.2
pyrsistent 0.19.3
python-dateutil 2.9.0.post0
PyWavelets 1.4.0
pywin32 306
pywinpty 2.0.10
PyYAML 6.0.1
pyzmq 24.0.1
qtconsole 5.4.4
QtPy 2.4.1
requests 2.18.4
requests-oauthlib 1.4.0
rsa 4.9
scikit-build 0.17.6
scikit-image 0.19.3
scipy 1.7.3
Send2Trash 1.8.2
setuptools 68.0.0
shapely 2.0.3
six 1.16.0
sniffio 1.3.1
soupsieve 2.4.1
tensorboard 1.15.0
tensorboard-data-server 0.6.1
tensorboard-plugin-wit 1.8.1
tensorflow 1.15.0
tensorflow-estimator 1.15.1
tensorflow-intel 2.11.0
tensorflow-io-gcs-filesystem 0.31.0
termcolor 2.3.0
terminado 0.17.1
tifffile 2021.11.2
tinycss2 1.2.1
tomli 2.0.1
tornado 6.2
traitlets 5.9.0
typing_extensions 4.7.1
urllib3 1.22
wcwidth 0.2.13
webencodings 0.5.1
websocket-client 1.6.1
Werkzeug 2.2.3
wheel 0.42.0
widgetsnbextension 4.0.10
wrapt 1.16.0
zipp 3.15.0
3. 代码修改
main.py 核心逻辑 放入if name == 'main':
4. mtcnn_detector
izip 用zip替换
/用 //替换
效果：
