Understanding Stable Diffusion Principles in Simple Terms

Understanding Stable Diffusion Principles in Simple Terms

Source: AI Algorithms and Image Processing This article is about 4300 words, recommended reading time is 8 minutes. A detailed interpretation of the stable diffusion paper, after reading this, you will never find it hard to understand! 1. Introduction (Can Be Skipped) Hello, everyone, I am Tian-Feng. Today I will introduce some principles of stable … Read more

Is Diffusion Really Stronger Than GAN?

Is Diffusion Really Stronger Than GAN?

AI painting is one branch of AIGC, which has been in the spotlight and controversy, and was even dubbed the “AIGC Year” in 2022. With the popularity of AI painting, one of the core technologies behind it, the Diffusion Model, has also gained immense popularity in the field of image generation, and it seems to … Read more

Introduction to GER-UNet Model in TensorFlow

Today, I will share the improved model GER-UNet, which is based on the 2020 paper “Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Images for Segmentation.” By understanding the ideas behind this model, similar improvements can be made based on VNet. 1. Limitations of Conventional Convolutional Networks 1. Conventional convolutional neural networks can only utilize … Read more