Painter Style Transfer AI
With smartphones, capturing moments in images is easier now than ever before. While smartphone cameras can help just about anyone capture images, only a select few are gifted with the skills to create masterful photographics works of art. However, painter-style transfer artificial intelligence (AI) is a new technology that has changed the photographic landscape by helping people turn photos into paintings in the style of their favourite painters.
What Is Painter Style Transfer AI?
Painter style transfer AI refers to the creation of artwork with the assistance of AI. These are powerful computer algorithms that blend two images—a content image and a style reference image—into an output image that retains the core elements of the content image while appearing to be painted in the style of the style reference image.
The style reference image reflects the style of painting you want your image to be converted into, such as a Van Gogh. The content image is the original picture or image you want to be painted in that particular style–the output will contain the same content as your original image, but painted in the style of the reference image. In this example, the resulting image would be in Van Gogh’s painting style.
How Does Painter Style Transfer Work?
In general, deep learning architectures based on variations of convolutional neural networks (CNNs) are more suitable for painter style transfer AI software. To better understand the concept, start by reading about the differences between an artificial neural network and a convolutional neural network.
The CNN first classifies the content images and decifers specific features in the image. It then processes the content image through its pre-trained neural network, reviewing the network’s output at multiple layers and looking for similarities. CNNs compare the content image with the output image without making any changes and then provide enough information for the transfer network to take the content image and create a second image based on the style selected.
Modes of Painter Style Transfer
Painter style transfer AI is a technique for processing and manipulating images that has been worked on for many years as part of the broader topic of non-photorealistic rendering. Most software allows users to choose between different painting styles and painting mediums.
Painting mediums run the gamut from oil painting to watercolour, acrylic, gouache, pastel, encaustic, fresco, spray paint, and digital painting. In addition, there is a huge range of styles that cover contemporary and Renaissance painting styles.
Most software packages come with different modes or painting styles–this allows users to create output images with subtle differences from the content image, or to create bold, striking changes that are easy to spot in the output images. People use painter style transfer AI for all kinds of reasons: recreational, commercial art, gaming, photo and video editing, artist-community engagement, NFT creation, virtual reality, and more.
Painter style transfer AI allows almost anyone to turn pictures into paintings so that they can appreciate the joy of creating and sharing an artistic masterpiece. In addition, the possibilities for design, content creation and the advancement of creative tools are unlimited thanks to this new capability. For painters, style transfer AI can help them save time by automating part of their creative process rather than having to work entirely by hand.