Install or verify that the following on your system: Docker Nvidia-drivers Nvidia docker CUDA & cuDNN Build image from sources Run docker build -t hover:1.0 .in Dockerfiles folder. Make a file structure for mounting to container e.g. </data/input/some_dataset/Images/>, </data/output/infer/> Modify <launch.sh> script and run it.