Machine Learning in Linux: InvokeAI – a Stable Diffusion Toolkit
Deep Learning is a subset of Machine Learning that uses multi-layers artificial neural networks to deliver state-of-the-art accuracy in tasks such as object detection, speech recognition, language translation and others. Think of Machine Learning as cutting-edge, and Deep Learning as the cutting-edge of the cutting-edge.
An extremely interesting area of research relates to deep learning text-to-image models such as Stable Diffusion. These models can generate highly detailed images based on text descriptions.
InvokeAI is a Stable Diffusion toolkit. It provides a streamlined process with various new features and options to aid the image generation process. The project has spent considerable effort finetuning the installation process as well as developing a convenient web interface and an interactive command line interface.