{"id":34982798,"url":"https://github.com/danielathome19/classification-model-builder","last_synced_at":"2026-04-14T06:02:50.884Z","repository":{"id":48701372,"uuid":"384355641","full_name":"danielathome19/Classification-Model-Builder","owner":"danielathome19","description":"Assists in the creation of convolutional neural network models for image classification. 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Models are generated with the Keras library, wrapped from Python in C# to allow use between languages. \n\n# Usage\nLoad a set of images into the program to be used in classification training. Once the model is built and training is complete, the weights can be saved as a Keras weights file (h5) and be used in either Python or C# (Keras.NET) applications.\n\nYou'll need the following NuGet packages installed along with .NET Framework 5.0:\n  * Keras.NET\n  * TensorFlow.NET\n  * Newtonsoft.Json\n  * Numpy.Bare\n  * NumSharp.Bitmap\n  * Python.Included (3.7.3.13)\n  * SharpLearning.Common.Interfaces\n  * SharpLearning.Containers\n  * SharpLearning.CrossValidation\n  * SharpLearning.Metrics\n  \n [Here's a guide on how to install NuGet packages in Visual Studio](https://docs.microsoft.com/en-us/nuget/quickstart/install-and-use-a-package-in-visual-studio)\n \n Here's what the program looks like:\n ![Demo screenshot](https://github.com/danielathome19/Classification-Model-Builder/blob/master/ClassificationModelBuilder/Demo.jpg?raw=true)\n\n# Bugs/Features\nBugs are tracked using the GitHub Issue Tracker.\n\nPlease use the issue tracker for the following purpose:\n  * To raise a bug request; do include specific details and label it appropriately.\n  * To suggest any improvements in existing features.\n  * To suggest new features or structures or applications.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanielathome19%2Fclassification-model-builder","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdanielathome19%2Fclassification-model-builder","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdanielathome19%2Fclassification-model-builder/lists"}