This repo contains the Windows client library & sample for the Microsoft Custom Vision Service, an offering within Microsoft Cognitive Services
The prediction client library is an automatically generated C# wrapper that allows you to make predictions against trained endpoints.
The easiest way to get the prediction client library is to get the Microsoft.Cognitive.CustomVision.Prediction package from nuget.
The training client library is automatically generated C# wrapper that allows you to create, manage and train Custom Vision projects programatically. All operations on the website are exposed through this library, allowing you to automate all aspects of the Custom Vision Service.
The easiest way to get the training client library is to get the Microsoft.Cognitive.CustomVision.Training package from nuget.
The sample is a Windows Console application that shows how to create and train a project, then make a prediction against the newly trained endpoint.
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Start Microsoft Visual Studio 2015 and select File > Open > Project/Solution.
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Starting in the folder where you clone the repository, go to Samples > CustomVision.Sample
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Double-click the Visual Studio 2015 Solution (.sln) file CustomVision.Sample.
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Press Ctrl+Shift+B, or select Build > Build Solution.
After the build is complete, press F5 to run the sample.
The sample will prompt for your training key. You can obtain your training key from the website:
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Open a project, and go to the project settings (the gear icon)
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Copy the value listed underneath 'Training Key'.
After entering your training key, hit enter, and the program will run.
The sample uses the Training Client Library to create a new project, add two tags and associated images, and train it. Once trained, the program will use the Prediction Client Library to predict a test image.
The results of the test will be printed out to the screen, and should look like the below image
The sample does not delete the project after it has run. If you visit the website you will be able to see and explore the newly created project.
We welcome contributions. Feel free to file issues and pull requests on the repo and we'll address them as we can. Learn more about how you can help on our Contribution Rules & Guidelines.
You can reach out to us anytime with questions and suggestions using our communities below:
- Support questions: StackOverflow
- Feedback & feature requests: Cognitive Services UserVoice Forum
This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.
All Microsoft Cognitive Services SDKs and samples are licensed with the MIT License. For more details, see LICENSE.
Sample images are licensed separately, please refer to LICENSE-IMAGE.
Developers using Cognitive Services, including this client library & sample & tools, are expected to follow the “Developer Code of Conduct for Microsoft Cognitive Services”, found at http://go.microsoft.com/fwlink/?LinkId=698895.