Empowering Font Design with Stable Diffusion

Empowering Font Design with Stable Diffusion

This tutorial is authored by: Font Helper Collaborative Instructor – Teacher X The three examples of font effect design in this article were all completed on the Stable Diffusion website, sharing the design process with everyone: # Paint 3D Text Design #01 First, create a black text on a white background in PS, ensuring that … Read more

Implementing Stable Diffusion with TensorFlow and Keras for Multi-GPU Inference

Implementing Stable Diffusion with TensorFlow and Keras for Multi-GPU Inference

MLNLP community is a well-known machine learning and natural language processing community in China and abroad, covering NLP master’s and doctoral students, university teachers, and corporate researchers. The community’s vision is to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, especially for beginners. Reprinted from | … Read more

MRI Application Technology – Diffusion Weighted Imaging (DWI)

Diffusion Weighted Imaging (DWI) is a technique that utilizes the Brownian motion of water molecules to reflect the internal condition of lesions. It combines magnetic resonance imaging (MRI) scans or enhancement sequences to achieve clear diagnoses. The advantages include non-invasive operation, ease of use, and a high detection rate for small lesions. In the acute … Read more

Easily Create an Image Generation Tool! Deploy Stable Diffusion in 10 Minutes

Easily Create an Image Generation Tool! Deploy Stable Diffusion in 10 Minutes

In the past year, diffusion models have become extremely popular and have become important productivity tools. New works continue to emerge in the AI research field, making it a hot topic in both industry and academia. This article will provide a hands-on tutorial for deploying the widely discussed stable-diffusion-webui project on the Qudong Cloud platform! … Read more

Cutting-Edge | Reconstructing High-Definition Video from Brain Activity Using Stable Diffusion

Cutting-Edge | Reconstructing High-Definition Video from Brain Activity Using Stable Diffusion

Now, AI can showcase information from the human brain in the form of high-definition video! For example, the scenic views you enjoy from the passenger seat can be reconstructed by AI in just a minute: Even the fish in the water and horses on the grassland are not a problem: This is the latest research … Read more

Beginner’s Guide: How to Use Disco Diffusion for AI Painting

Beginner's Guide: How to Use Disco Diffusion for AI Painting

Recently, Teacher Xiaolai discussed the Disco Diffusion AI painting tool in his “Regular Investment Life Class”. This tool can convert text into images. This means that even if we don’t understand painting, we can use Disco Diffusion to let AI help us create the images we want. Over the past few days, I finally had … Read more

A Survey on Generative Diffusion Models

A Survey on Generative Diffusion Models

0. Introduction This article reviews deep generative models, particularly diffusion models, and how they endow machines with human-like imagination. Diffusion models show great potential in generating realistic samples, overcoming the posterior distribution alignment obstacles in variational autoencoders and alleviating the instability of adversarial objectives in generative adversarial networks. Diffusion models consist of two interconnected processes: … Read more

Diffusion Weighted Imaging (DWI) in Clinical Applications

Diffusion Weighted Imaging (DWI) in Clinical Applications

Text reproduced from Mudanjiang Tumor Hospital Diffusion weighted imaging (DWI) is a technical method that utilizes the Brownian motion of water molecules to reflect the internal conditions of lesions, combined with MRI plain scans or enhancement sequences to achieve a clear diagnosis. The advantages include non-invasiveness, ease of operation, and a high detection rate for … Read more

Protein Design Using RoseTTAFold Sequence Space Diffusion

Protein Design Using RoseTTAFold Sequence Space Diffusion

Hello everyone, today I would like to share an article from Nature Biotechnology titled ‘Multistate and functional protein design using RoseTTAFold sequence space diffusion.’ The corresponding author is Professor David Baker from the University of Washington. His research focuses on protein design and related fields. The function of proteins is determined by their sequence and … Read more

Stable Diffusion Tutorial: Reviving Old Photos

Stable Diffusion Tutorial: Reviving Old Photos

Many friends in the backend are asking, what can Stable Diffusion (abbreviated as SD) be used for? In simple terms, Stable Diffusion is an AI software that automatically generates images. By inputting text, SD can generate a corresponding image, eliminating the need to “draw” or “take” a picture as before. When we scroll through short … Read more