The landscape of online advertising has undergone a profound transformation in recent years, thanks to the integration of Artificial Intelligence. One of the key factors driving this change is the emphasis on personalization. This technology will only continue to serve a crucial role in personalization strategies for elevating digital marketing efforts.
Artificial intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and act like humans. These intelligent machines can be trained to perform various tasks by processing large amounts of data and recognizing patterns in the data. AI can be classified into two main categories: narrow or general. Narrow AI is designed to perform a specific task, while general AI is designed to perform any intellectual task that a human can. Some examples of AI include voice assistants such as Siri and Alexa, self-driving cars, and facial recognition software.
DreamBooth is a deep learning generation model used to fine-tune existing text-to-image models, developed by researchers from Google Research and Boston University in 2022. Originally developed using Google's own Imagen text-to-image model, DreamBooth implementations can be applied to other text-to-image models, where it can allow the model to generate more fine-tuned and personalised outputs after training on three to five images of a subject.
Using Stable Diffusion to create personalized AI art is possible; However, it takes a little bit of work. Stable Diffusion is an open-source text-to-image AI model that can generate amazing images from given texts in seconds. This first article will help you get the default Stable Diffusion installed on your local machine and check that it can run.