This is a container that will run the unet application leveraging the DEEP as a Service API component (DEEPaaS API V2).
To run the Docker container directly from Docker Hub and start using the API simply run the following command:
$ docker run -ti -p 5000:5000 -p 6006:6006 -p 8888:8888 deephdc/uc-adnaneds-deep-oc-unet
This command will pull the Docker container from the Docker Hub adnaneds repository and start the default command (deepaas-run --listen-ip=0.0.0.0
).
N.B. For either CPU-based or GPU-based images you can also use udocker.
If you want to build the container directly in your machine (because you want to modify the Dockerfile
for instance) follow the following instructions:
git clone https://github.com/adnaneds/DEEP-OC-unet
cd DEEP-OC-unet
docker build -t deephdc/uc-adnaneds-deep-oc-unet . --no-cache
docker run -ti -p 5000:5000 -p 6006:6006 -p 8888:8888 deephdc/uc-adnaneds-deep-oc-unet
These three steps will download the repository from GitHub and will build the Docker container locally on your machine. You can inspect and modify the Dockerfile
in order to check what is going on. For instance, you can pass the --debug=True
flag to the deepaas-run
command, in order to enable the debug mode.
Once the container is up and running, browse to http://0.0.0.0:5000/ui to get the OpenAPI (Swagger) documentation page.
├─ Dockerfile <- Describes main steps on integration of DEEPaaS API and
│ <your_project> application in one Docker image
│
├─ Jenkinsfile <- Describes basic Jenkins CI/CD pipeline
│
├─ LICENSE <- License file
│
├─ README.md <- README for developers and users.
│
└── metadata.json <- Defines information propagated to the DEEP Marketplace
You can validate the metadata.json
before making a git push using:
pip install git+https://github.com/deephdc/schema4apps
deep-app-schema-validator metadata.json