https://www.thefinalartefact.xyz/tags/ml/Recent content in ML on The Final ArtefactHugoen-gbThu, 24 Jul 2025 00:00:00 +0000https://www.thefinalartefact.xyz/post/python-models-app/Thu, 24 Jul 2025 00:00:00 +0000https://www.thefinalartefact.xyz/post/python-models-app/<p><a href="https://www.thefinalartefact.xyz/post/python-models-app/images/phonedemo.gif" target="_blank" rel="noopener noreferrer"> <img alt="Phone Model Demo" loading="lazy" src="https://www.thefinalartefact.xyz/post/python-models-app/images/phonedemo.gif"> </a></p> <p>Integrating Python-based machine learning models into iOS applications can be challenging, particularly when converting models into a Swift-compatible format. This example will demonstrate a simple image classification task using the Fashion-MNIST dataset and CoreML conversion tools. The goal is to illustrate the effort required to deploy small-to-medium complexity ML models within iOS applications. The demonstration is based on a Convolutional Neural Network (CNN) built with PyTorch, but the concepts apply broadly to other Python-based models as well.</p>