Demo AI Machine Learning

A demo proyect using .NET 7 (C#) and Microsoft.ML library for values prediction, image classification, and so on.

Datasets:

• California Housing Prices (kaggle.com).
• Tensorflow Inception (tensorflow.org).

 

Projects

Name	Type	Description
Image-Classification-Console	Trainer	Image classifier between 3 categories (food, toy, appliance). Based on Tensorflow Inception model. Execute this project first to build the model.
Image-Classification-WinForms	Consumer	Image classifier sample consumer.
Values-Prediction-ByHand	Trainer	Houses price prediction with hand-made model.
Values-Prediction-Builder	Trainer	Houses price prediction with model-builder model.

 

Screenshots

Values Prediction (trainning)	Image Classification (trainning)

Image Classification (consumer sample)	Image Classification (consumer sample)

 

Version History

v1.0 (2023.07.04) - Initial release.
v1.1 (2023.07.09) - Adding 'Image-Classification-Console' (trainning) project.
v1.2 (2023.07.10) - Adding 'Image-Classification-WinForms' (consumer) project.

 

This source code is licensed under MIT licence.
Please send me your feedback about this project: andres.garcia.alves@gmail.com