Building, training and deploying a ML model to classify objects based on photos

Overview

Industry

Location

Manufacturing

Poland

Technology Used

.Net

C#

Python

Client background

A branch of an international group that recycles steel scrap and non-ferrous metals, this client plays a significant part in the green transformation. The group provides high purity recycled materials that can instantly decarbonize products.

Project overview

Our team was responsible for building, training and deploying a machine learning model based on photo data sets provided by the client. The model was trained and hosted in an AWS cloud. Additionally, our team built a mobile application that integrated with the model, enabling users to take scrap metal photos and classify images in real time. The final part of the project was a web application for managing classifications and the entire junkyard.

We'd love to hear from you!

Fill out the form - we'll get back to you as soon as possible

More case studies

Privacy policyTerms and Conditions

Copyright © 2025 by Software Mind. All rights reserved.