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Instructions

Requirements

  • NVIDIA GPU with the latest driver installed
  • docker / nvidia-docker

Build

Build the image with:

docker build -t project-dev -f Dockerfile.gpu .

Create a container with:

docker run -v <PATH TO LOCAL PROJECT FOLDER>:/app/project/ -ti project-dev bash

and any other flag you find useful to your system (eg, --shm-size).

Set up

Once in container, you will need to install gsutil, which you can easily do by running:

curl https://sdk.cloud.google.com | bash

Once gsutil is installed and added to your path, you can auth using:

gcloud auth login

Debug

  • Follow this tutorial if you run into any issue with the installation of the tf object detection api