/ASLModelBuilder

ASL Image Classification Model Builder Sample

Primary LanguageC#

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

  1. Set the ASLModelBuilderAPI project as your startup project and start the application.
  2. In the Visual Studio solution explorer, right-click the ASLModelBuilderWASM project and select Debug > Start New Instance.
  3. Once the browser opens the Blazor application, navigate to the /camera page.

Additional Resources