American Sign Language Model Builder App
The application is a full-stack ASP.NET Core web application that uses input from a user's camera to classify images to one of the letters of the American Sign Language alphabet.
About the application
- ASLModelBuilderAPI: Back-end ASP.NET Core Web API that hosts the Machine Learning model and makes predictions.
- ASLModelBuilderML.ConsoleApp: .NET Core console application for testing out the model and quickly making predictions. (Autogenerated)
- ASLModelBuilderML.Model: .NET Standard class library that contains generic code for consuming the model. (Autogenerated)
- ASLModelBuilderWASM: Front-end Blazor Web Assembly application to capture images from the user.
Run the application
- Set the
ASLModelBuilderAPI project as your startup project and start the application.
- In the Visual Studio solution explorer, right-click the
ASLModelBuilderWASM project and select Debug > Start New Instance.
- Once the browser opens the Blazor application, navigate to the
/camera page.
Additional Resources
- ML.NET Documentation
- ML.NET YouTube Playlist
- ML.NET Samples
- ML.NET GitHub Repo
