You may have seen a lot of news over the past year about ChatGPT and other AI automated texturing. But words on a page (or screen) are far from the only way modern organizations and designers are using artificial intelligence. Tools like Stable Diffusion help you create stunning AI images for personal and professional use. […]
Tag: fusion
How to run a stable diffusion model locally
Recommended automatic texture tools developed based on stable diffusion AI model: DreamTexture.js automatic texturing development kit – NSDT Following DALL-E 2 and Imagen, the new deep learning model Stable Diffusion marks a huge leap forward from text to image. Stable Diffusion, released earlier this month, promises to democratize text-conditioned image generation by running efficiently enough […]
Vulnerability Analysis|Adobe ColdFusion Deserialization Vulnerability (CVE-2023-29300)
1. Vulnerability description Adobe ColdFusion is a rapid application development platform from the American company Adobe. The platform includes an integrated development environment and scripting language. Adobe ColdFusion has a code issue vulnerability. This vulnerability is caused by an untrusted data deserialization vulnerability. An attacker can execute code through the vulnerability, which can cause the […]
Stable Diffusion: A state-of-the-art image model for text generation
Stable diffusion Generative AI technology is advancing rapidly and can now generate text and images simply from text input. Stable Diffusion is a text-to-image model that enables you to create photorealistic applications. Diffusion models are trained by learning to remove noise added to real images. This noise reduction process produces lifelike images. These models can […]
Score-based diffusion model code example for stochastic differential equations
Score-Based Generative Modeling through Stochastic Differential Equations The score-based diffusion model is a method for estimating the gradient of data distribution. It can generate images of the same high quality as GAN without the need for adversarial training. From the article: Yang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole. […]
Quickly repair images with stable diffusion
Recommended Stable Diffusion automatic texture tool: DreamTexture.js automatic texturing development kit What is InPainting? Image restoration is an active area of artificial intelligence research, and AI is already able to come up with restorations that are better than most artists. This is a way of generating an image where the missing parts have been filled […]
文生图Stable Diffusion XL 1.0 model Full Fine-tuning guide (U-Net full parameter fine-tuning)
Article directory Preface Important tutorial links Take poster generation fine-tuning as an example Overall process data collection POSTER-TEXT AutoPoster CGL-Dataset PKU PosterLayout PosterT80K Movie & amp; TV Series & amp; Anime Posters Data cleaning and annotation Model training Model evaluation Generate image samples Pet bag product poster Skin care essence product poster Some Tips Mata: […]
[Diffusion filtering for image denoising] Image linear diffusion filtering, edge enhancement linear and nonlinear anisotropic filtering (Matlab code implementation)
Welcome to this blog Advantages of bloggers:Blog content should be as thoughtful and logical as possible for the convenience of readers. Motto:He who travels a hundred miles is half as good as ninety. The directory of this article is as follows: Table of Contents 1 Overview 2 Operation results 2.1 non_aniso 2.2 inhomo_iso 2.3 heat_imp […]
SSD-1B: Segmind’s accelerated stable diffusion model
The Segmind Stable Diffusion Model (SSD-1B) is a 50% smaller version of Stable Diffusion XL (SDXL), delivering 60% speedup while maintaining high-quality text-to-image generation capabilities. It has been trained on various data sets, including Grit and Midjourney scrap data, to enhance its ability to create a variety of visual content based on textual prompts. The […]
01_stable_diffusion_introduction_CN
stable_diffusion Configuration !pip install -Uq diffusers ftfy accelerate # Installing transformers from source for now since we need the latest version for Depth2Img: !pip install -Uq git + https://github.com/huggingface/transformers import torch import requests from PIL import Image from io import BytesIO from matplotlib import pyplot as plt # We’ll be exploring a number of pipelines […]