CustomVision Docker Service POC

Custom Vision Service

Requirements

• Docker Desktop (WSL 2)
• .NET Core 3.1

Setup Instructions (Windows)

1. Make sure Docker is running and it's in your PATH Environment Variable.
2. Export your own model docker image from Custom Vision or use the provided demo model and put it into the \Docker directory.
3. Either drag and drop the .zip package onto the DragNDropRunWindows.bat or open a powershell window in the \Docker directory and type: ExtractBuildRun.ps1 1514101266af4aca92dcfdee24bec30f.DockerFile.Linux.zip where 1514101266af4aca92dcfdee24bec30f.DockerFile.Linux.zip is the name of the model package file.
4. After it builds and runs it will display * Running on http://172.17.0.2:80/ (Press CTRL+C to quit). This will be the internal address the server is running at, it can be accessed locally at http://127.0.0.1/image
5. To terminate the service in the console window press CTRL+C

Usage

1. Build the solution CustomVision.sln
2. Make sure to check that the samples directory exists in the output folder
3. Run the demo project CustomVisionDemo
4. Observe the output predictions based on the sample images