Install Docker

At first, install Docker to your system

• Download Docker CE (Community Edition)

  • https://www.docker.com/community-edition

• WORKDIR is assummed to be your working directory

  $ cd WORKDIR
  

Install darknet

WORKDIR$ git clone https://github.com/AlexeyAB/darknet

• Download yolo weights

WORKDIR$ cd darknet
WORKDIR/darknet$ wget https://pjreddie.com/media/files/yolo.weights
WORKDIR/darknet$ wget https://pjreddie.com/media/files/yolo-voc.weights
WORKDIR/darknet$ wget https://pjreddie.com/media/files/tiny-yolo.weights
WORKDIR/darknet$ wget https://pjreddie.com/media/files/yolo9000.weights

Build Docker

WORKDIR/darknet$ cd ..
WORKDIR$ git clone git@github.com:cjs0818/cv_cuda.git
cd cv_cuda
WORKDIR/cv_cuda$ ./docker_build.sh

• Change DISPLAY_IP in start.sh according to your system (using ifconfig)

• Change WORKDIR in start.sh according to your system

Start Docker

• Set up parameters such as DOCKER (nvidia-docker or docker), EN0 (ifconfig ...), WORKDIR in the 'start.sh' file

  DOCKER=nvidia-docker
  #DOCKER=docker
  
  #EN0=en0
  #EN0=enp0s5
  EN0=enp0s31f6
  
  #WORKDIR=/Users/jschoi/work/Yolo
  WORKDIR=/home/jschoi/work/Yolo
  

• Execute 'start.sh' file

  WORKDIR/cv_cuda$ ./start.sh
  
  # Compile darknet inside Docker
  /root/work$ cd /root/work/darknet
  
  # Modify paramaters in Makefile according to your system
  OPENCV=0 into OPENCV=1
  Set or unset GPU, CUDNN, ...
  
  /root/work/darknet$ make clean
  /root/work/darknet$ make
  
  # Test darknet
  /root/work/darknet$ chmod 755 image_voc.sh
  /root/work/darknet$ ./image_voc.sh