mmdetection工具网上博客整理

原文链接： https://mmcv.readthedocs.io/en/latest/

安装：

(pytorch1_1_0--py3_6--cuda9_0) spple@spple:~/paddle/vis-project/mmdetection/mmdetection$ python setup.py develop
/home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages/setuptools/dist.py:472: UserWarning: Normalizing '1.0.rc0+unknown' to '1.0rc0+unknown'
  normalized_version,
running develop
running egg_info
writing mmdet.egg-info/PKG-INFO
writing dependency_links to mmdet.egg-info/dependency_links.txt
writing requirements to mmdet.egg-info/requires.txt
writing top-level names to mmdet.egg-info/top_level.txt
reading manifest file 'mmdet.egg-info/SOURCES.txt'
writing manifest file 'mmdet.egg-info/SOURCES.txt'
running build_ext
copying build/lib.linux-x86_64-3.6/mmdet/ops/nms/soft_nms_cpu.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/nms
copying build/lib.linux-x86_64-3.6/mmdet/ops/nms/nms_cpu.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/nms
copying build/lib.linux-x86_64-3.6/mmdet/ops/nms/nms_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/nms
copying build/lib.linux-x86_64-3.6/mmdet/ops/roi_align/roi_align_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/roi_align
copying build/lib.linux-x86_64-3.6/mmdet/ops/roi_pool/roi_pool_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/roi_pool
copying build/lib.linux-x86_64-3.6/mmdet/ops/dcn/deform_conv_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/dcn
copying build/lib.linux-x86_64-3.6/mmdet/ops/dcn/deform_pool_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/dcn
copying build/lib.linux-x86_64-3.6/mmdet/ops/sigmoid_focal_loss/sigmoid_focal_loss_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/sigmoid_focal_loss
copying build/lib.linux-x86_64-3.6/mmdet/ops/masked_conv/masked_conv2d_cuda.cpython-36m-x86_64-linux-gnu.so -> mmdet/ops/masked_conv
Creating /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages/mmdet.egg-link (link to .)
mmdet 1.0rc0+unknown is already the active version in easy-install.pth

Installed /home/spple/paddle/vis-project/mmdetection/mmdetection
Processing dependencies for mmdet==1.0rc0+unknown
Searching for imagecorruptions==1.0.0
Best match: imagecorruptions 1.0.0
Processing imagecorruptions-1.0.0-py3.6.egg
imagecorruptions 1.0.0 is already the active version in easy-install.pth

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages/imagecorruptions-1.0.0-py3.6.egg
Searching for torch==1.1.0
Best match: torch 1.1.0
Adding torch 1.1.0 to easy-install.pth file
Installing convert-caffe2-to-onnx script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing convert-onnx-to-caffe2 script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for pycocotools==2.0.0
Best match: pycocotools 2.0.0
Processing pycocotools-2.0.0-py3.6-linux-x86_64.egg
pycocotools 2.0.0 is already the active version in easy-install.pth

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages/pycocotools-2.0.0-py3.6-linux-x86_64.egg
Searching for terminaltables==3.1.0
Best match: terminaltables 3.1.0
Processing terminaltables-3.1.0-py3.6.egg
terminaltables 3.1.0 is already the active version in easy-install.pth

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages/terminaltables-3.1.0-py3.6.egg
Searching for six==1.12.0
Best match: six 1.12.0
Adding six 1.12.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for matplotlib==3.1.1
Best match: matplotlib 3.1.1
Adding matplotlib 3.1.1 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for numpy==1.16.4
Best match: numpy 1.16.4
Adding numpy 1.16.4 to easy-install.pth file
Installing f2py script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing f2py3 script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing f2py3.6 script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for mmcv==0.2.11
Best match: mmcv 0.2.11
Adding mmcv 0.2.11 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for scipy==1.3.0
Best match: scipy 1.3.0
Adding scipy 1.3.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for scikit-image==0.15.0
Best match: scikit-image 0.15.0
Adding scikit-image 0.15.0 to easy-install.pth file
Installing skivi script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for opencv-python==4.1.0.25
Best match: opencv-python 4.1.0.25
Adding opencv-python 4.1.0.25 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for Pillow==6.1.0
Best match: Pillow 6.1.0
Adding Pillow 6.1.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for pyparsing==2.4.2
Best match: pyparsing 2.4.2
Adding pyparsing 2.4.2 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for python-dateutil==2.8.0
Best match: python-dateutil 2.8.0
Adding python-dateutil 2.8.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for kiwisolver==1.1.0
Best match: kiwisolver 1.1.0
Adding kiwisolver 1.1.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for cycler==0.10.0
Best match: cycler 0.10.0
Adding cycler 0.10.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for Cython==0.29.13
Best match: Cython 0.29.13
Adding Cython 0.29.13 to easy-install.pth file
Installing cygdb script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing cython script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing cythonize script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for PyYAML==5.1.2
Best match: PyYAML 5.1.2
Adding PyYAML 5.1.2 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for addict==2.2.1
Best match: addict 2.2.1
Adding addict 2.2.1 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for requests==2.22.0
Best match: requests 2.22.0
Adding requests 2.22.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for networkx==2.3
Best match: networkx 2.3
Adding networkx 2.3 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for imageio==2.5.0
Best match: imageio 2.5.0
Adding imageio 2.5.0 to easy-install.pth file
Installing imageio_download_bin script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin
Installing imageio_remove_bin script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for PyWavelets==1.0.3
Best match: PyWavelets 1.0.3
Adding PyWavelets 1.0.3 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for setuptools==41.0.1
Best match: setuptools 41.0.1
Adding setuptools 41.0.1 to easy-install.pth file
Installing easy_install script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for idna==2.8
Best match: idna 2.8
Adding idna 2.8 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for certifi==2019.6.16
Best match: certifi 2019.6.16
Adding certifi 2019.6.16 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for urllib3==1.25.3
Best match: urllib3 1.25.3
Adding urllib3 1.25.3 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for chardet==3.0.4
Best match: chardet 3.0.4
Adding chardet 3.0.4 to easy-install.pth file
Installing chardetect script to /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/bin

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Searching for decorator==4.4.0
Best match: decorator 4.4.0
Adding decorator 4.4.0 to easy-install.pth file

Using /home/spple/anaconda3/envs/pytorch1_1_0--py3_6--cuda9_0/lib/python3.6/site-packages
Finished processing dependencies for mmdet==1.0rc0+unknown

MMCV官方文档

https://mmcv.readthedocs.io/en/latest/

mmdetection - 基于PyTorch的开源目标检测系统

https://heary.cn/posts/mmdetection-%E5%9F%BA%E4%BA%8EPyTorch%E7%9A%84%E5%BC%80%E6%BA%90%E7%9B%AE%E6%A0%87%E6%A3%80%E6%B5%8B%E7%B3%BB%E7%BB%9F/

https://heary.cn/

 

深度学习目标检测工具箱mmdetection，训练自己的数据

https://blog.csdn.net/hajlyx/article/details/83542167

mmdetection的configs中的各项参数具体解释

https://blog.csdn.net/hajlyx/article/details/85991400

mmdetection源码阅读笔记

https://blog.csdn.net/weicao1990/article/details/95332938