Image Style Transfer

Color vs. light. Many of the past images I generated using AI are studies of color theory, which deals with color mixing and the visual effects of specific color combinations (ex. split complimentary colors). Lately, color has become a secondary element or last step in the process. Light, especially specularity…

Image stylization is a process of transforming the style of an image to a new one. For example, you may want to create a pencil drawing from a photo you have taken. (This article was first published in https://stable-diffusion-art.com/) There has been a long line of research in style transfer…

Perceptual Loss: Feature Reconstruction Loss + Style Reconstruction Loss — Perceptual Losses for Real-Time Style Transfer and Super-Resolution Perceptual Loss, by Stanford University, 2016 ECCV, Over 7000 Citations (Sik-Ho Tsang @ Medium) Image Style Transfer, Super Resolution Perceptual loss is introduced for high-quality image style transfer. This perceptual loss is used in many different domains later on. …

Recently, computer graphics expert Theodore Kim highlighted the differences in white and black skin tones for computer algorithms, claiming that the CGI industry is overly reliant on identifying and depicting white skin tones and fails to properly render darker tones. The former effect is subsurface scattering and the latter is…

Having recently played with the Prisma app I was amazed at how seamlessly it is able to apply the style of a particular painting to any image from my camera roll. Some of the photos look like actual works of art! In fact they are works of art — but…

Hi, This is a nice Python tutorial that enables to transfer a style from one image to another. It is based on the wonderful NeuralNeighborStyleTransfer Python library. The outcome is impressive, For best results, I recommend The NVIDIA GeForce RTX 3060 Ti card. I am using it to train my ML projects and to run inference models like this one. You can find a link here : https://amzn.to/3mTa7HX You can find in the video description an instructions file with the setup process, reference for the Github library

Some say that a single skill can provide an endless array of possibilities from which to draw and evoke in their work. A photographer may never touch a digital camera and still produce great images. Painters may only use acrylics their entire lives and still draw us into…

For the past week I’ve been exploring Midjourney, an AI-based image generator tool that creates new images from simple text prompts. The text prompt for the image above is: black women in ethnic clothing dancing in a utopian fantasy botanical garden with insects. …

The general approach to sampling a song involves taking a portion of sound from an audio track and processing it through a digital audio device such as a sampler. Then, the sample is chopped up, looped, or arranged in an entirely new way to create a new sound. I recently…