SemCity: 3D Diffusion Model for Outdoor Scene Generation

SemCity: 3D Diffusion Model for Outdoor Scene Generation

Paper Title: SemCity: Semantic Scene Generation with Triplane Diffusion Authors: Jumin Lee1, Sebin Lee1, Changho Jo, Woobin Im, Juhyeong Seon, Sung-Eui Yoon Project Address: https://sglab.kaist.ac.kr/SemCity/ Compiler: Babata Reviewer: Los Introduction: This paper has been accepted by CVPR24 and proposes a 3D diffusion model for generating outdoor real scenes. Utilizing the Triplane Diffusion method, it not … Read more

Stable Diffusion Tutorial: Easily Change Photo Backgrounds

Stable Diffusion Tutorial: Easily Change Photo Backgrounds

Many friends in the background have been asking, what can Stable Diffusion (SD for short) 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 … Read more

Diffusion Tensor Imaging (DTI) in Medical Imaging

Diffusion Tensor Imaging (DTI) in Medical Imaging

Forum Introduction Magnetic resonance diffusion imaging technology is currently the only method to measure the diffusion of water molecules in vivo. The most commonly used methods include diffusion weighted imaging (DWI) and diffusion tensor imaging (DTI). DTI has excellent imaging effects in the central nervous system, especially in distinguishing white matter from gray matter and … Read more

New Imaging Technology: Diffusion Tensor Imaging (DTI)

New Imaging Technology: Diffusion Tensor Imaging (DTI)

Forum Introduction Magnetic resonance diffusion imaging technology is currently the only method to measure the diffusion movement of water molecules and imaging in vivo. The most commonly used techniques include diffusion weighted imaging (DWI) and diffusion tensor imaging (DTI). DTI provides excellent imaging effects in distinguishing white matter and gray matter, as well as the … Read more

Running Stable Diffusion on Apple M1 Chip in Just 15 Seconds

Running Stable Diffusion on Apple M1 Chip in Just 15 Seconds

MLNLP(Machine Learning Algorithms and Natural Language Processing) community is a well-known natural language processing community both domestically and internationally, covering NLP master’s and doctoral students, university professors, and corporate researchers. The Vision of the Communityis to promote communication and progress between the academic and industrial circles of natural language processing and machine learning, as well … Read more

Using Stable Diffusion Image Inpainting to Generate Your Own Object Detection Dataset

Using Stable Diffusion Image Inpainting to Generate Your Own Object Detection Dataset

Click the above “Beginner’s Guide to Computer Vision”, select “star” or “pin” Heavyweight content delivered promptly Author: Rédigé par Gabriel Guerin Translated by: ronghuaiyang Source: AI Park Introduction In some cases, collecting data from various scenes can be challenging. This article presents a method. Deep learning models require a significant amount of data to achieve … Read more

SegRefiner: High-Precision Image Segmentation via Diffusion

SegRefiner: High-Precision Image Segmentation via Diffusion

Follow our WeChat public account to discover the beauty of CV technology This article shares the NeruIPS 2023 paper SegRefiner: Towards Model-Agnostic Segmentation Refinement with Discrete Diffusion Process, which achieves high-precision image segmentation through diffusion. Details are as follows: Paper link: https://arxiv.org/abs/2312.12425 Open-source code: https://github.com/MengyuWang826/SegRefiner Background Introduction Although image segmentation has been widely researched and … Read more

Stable Diffusion Can Compress Images: Smaller Than JPEG, Clearer to the Eye

Stable Diffusion Can Compress Images: Smaller Than JPEG, Clearer to the Eye

MLNLP community is a well-known machine learning and natural language processing community both domestically and internationally, covering NLP postgraduate students, university teachers, and corporate researchers. Community Vision is to promote communication and progress between the academic and industrial sectors of natural language processing and machine learning, especially for beginners. Reprinted from | Quantum Bits Author … Read more

Scribble Diffusion: Transform Your Sketches into Refined Images

Scribble Diffusion: Transform Your Sketches into Refined Images

Today, I want to talk about a recently popular innovative AI tool – Scribble Diffusion. Just how amazing is this tool? In simple terms, it can quickly generate exquisite, high-definition images from the initial sketches provided by users, almost like adding magic to doodles. And the best part is, it not only enhances the sketches … Read more

First 4D Video Generation Diffusion Model! Diffusion4D Achieves 4D Content Generation in Minutes with Over 81K Open-Sourced 4D Dataset!

First 4D Video Generation Diffusion Model! Diffusion4D Achieves 4D Content Generation in Minutes with Over 81K Open-Sourced 4D Dataset!

Follow our public account to discover the beauty of CV technology This article introduces the latest 4D generation diffusion model proposed by teams from the University of Toronto, Beijing Jiaotong University, the University of Texas at Austin, and the University of Cambridge. This method can achieve spatio-temporal consistent 4D content generation in just a few … Read more