Creating a Machine Learning GUI App with Taipy and TensorFlow

Creating a Machine Learning GUI App with Taipy and TensorFlow

Create a beautiful machine learning GUI application with an image classifying neural network using Taipy for the web interface and TensorFlow for machine learning tasks. Learn to process image data, create and save neural networks, and wrap them in a user-friendly Python website. Explore basic Taipy GUI components, HTML and Markdown webpages, image control, file selector, and indicator components. Develop a custom neural network, load it into the application, process user-provided images, make predictions, and display results on the GUI. Follow along to build a complete, stylish machine learning application with a step-by-step guide covering interface design, machine learning implementation, and integration of both elements.