https://github.com/danielathome19/classification-model-builder

Assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages.
https://github.com/danielathome19/classification-model-builder

classification classification-model cnn cnn-keras convolutional-neural-network convolutional-neural-networks csharp interop interoperability keras machine-learning machine-learning-model machine-learning-model-builder ml model-builder neural-network nn python tensorflow trainer

Last synced: about 2 months ago
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Assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages.

• Host: GitHub
• URL: https://github.com/danielathome19/classification-model-builder
• Owner: danielathome19
• License: apache-2.0
• Created: 2021-07-09T07:20:38.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2021-07-13T18:15:34.000Z (almost 5 years ago)
• Last Synced: 2025-12-28T13:48:36.654Z (6 months ago)
• Topics: classification, classification-model, cnn, cnn-keras, convolutional-neural-network, convolutional-neural-networks, csharp, interop, interoperability, keras, machine-learning, machine-learning-model, machine-learning-model-builder, ml, model-builder, neural-network, nn, python, tensorflow, trainer
• Language: C#
• Homepage:
• Size: 443 KB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.md

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README

          
# About

This program assists in the creation of convolutional neural network models for image classification. Models are generated with the Keras library, wrapped from Python in C# to allow use between languages. 

# Usage

Load 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.

You'll need the following NuGet packages installed along with .NET Framework 5.0:

  * Keras.NET

  * TensorFlow.NET

  * Newtonsoft.Json

  * Numpy.Bare

  * NumSharp.Bitmap

  * Python.Included (3.7.3.13)

  * SharpLearning.Common.Interfaces

  * SharpLearning.Containers

  * SharpLearning.CrossValidation

  * SharpLearning.Metrics

  

 [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)

 

 Here's what the program looks like:

 ![Demo screenshot](https://github.com/danielathome19/Classification-Model-Builder/blob/master/ClassificationModelBuilder/Demo.jpg?raw=true)

# Bugs/Features

Bugs are tracked using the GitHub Issue Tracker.

Please use the issue tracker for the following purpose:

  * To raise a bug request; do include specific details and label it appropriately.

  * To suggest any improvements in existing features.

  * To suggest new features or structures or applications.