Docker build for vrn code
If you’ve been redirected here from the 3D face reconstruction demo website: Sorry, I turned it off.
This is intended to work on CPU. Will modify eventually to have CUDA support. It’s available on DockerHub but you are welcome to build it yourself too. If you feel like doing this yourself, please feel free to send a pull request to a branch called cuda.
Setup
Dockerhub
The pre-built docker image is available on Docker Hub and includes the CPU float versions of the models.
sudo docker pull asjackson/vrn:latest
Build docker manually
The model files were originally held in GitHub’s LFS, but I ran out of space. If you want to build the container yourself, feel free to ask me for links to these files, or alternatively grab them from inside the Docker Hub container.
git clone cd vrn-docker docker build -t vrn .
Running the container
An example image of Alan Turing is available in the folder data,
this needs to be bind mounted to /data in the container. With any
luck, data/turing.jpg.obj will be created.
docker run -v $PWD/data:/data:Z asjackson/vrn /runner/run.sh /data/turing.jpg
The Z suffix changes the SELinux context of the directory so that it can be accessed on systems which have SELinux enabled. This might not be necessary on some distributions, such as Ubuntu, where SELinux is disabled by default. However, it is likely required under CentOS and Fedora.