A container for high performance computer vision research.
License: MIT License
https://opencv.org/opencv-3-4-1.html
Don't forget CUDNN and all optimizations...
ranger is a CLI file navigation
Using docker pull nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04
Remove the manual download of the CUDNN
More useful plugins:
https://gist.github.com/tibaes/0e460ef058c47b4b5a59c387e961f2da
CMD fish
instead of
CMD = fish
set -x notebook jupyter-notebook --ip="*" --port 8888 --no-browser --allow-root
apt-get install cmake-curses-gui
pip3 install jupyterthemes
jt -t chesterish -f firacode -fs 16 -cellw 90%
Changing from Ubuntu to CentOS NVidia Image:
9.1-cudnn7-devel-centos7 (9.1/devel/cudnn7/Dockerfile)
https://hub.docker.com/r/nvidia/cuda/
CentOS is easier to get the most recent version of g++ and clang.
Also, its LTS has a longer lifespan.
aptitude update && aptitude install -y imagemagick
The major problem is the time to compile the brew version of gcc;
also it fails to compile opencv3.
Using head OpenCV instead of 3.1.0, because the stable release is incompatible with CUDA 8.0.
Still waiting for 1.0 release...
even better, opening screen giving a fish and a bash tabs
ARG OPENCV_ARGS="-DENABLE_AVX2=ON -DENABLE_SSE42=ON -DPYTHON_EXECUTABLE=$(which python3) -DINSTALL_PYTHON_EXAMPLES=ON"
apt install clang
ImageMagick is important for JuliaImages as it handles the image IO on linux.
yum install ImageMagick
Ant include it to jupyter
cd /root/dlib-18.18 &&
mkdir build &&
cd build &&
cmake ../dlib/ && make -j6 && make install
Using cling..?
Use something like let's encrypt to provide SSL other than self-signed.
... reducing the final image size.
Currently the image has 24GB, 7GB when compressed.
Nvidia uses less than 3GB, so our image in fact is very large.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
