# Virtual Fitting

AnyDressing is an innovative virtual fitting technology that implements personalized customization through latent diffusion models. This technology can generate realistic virtual fitting images based on user-provided clothing combinations and personalized text prompts. Its key advantages include high-precision handling of clothing texture details, compatibility with various plugins, and strong adaptability to different scenarios. Background information indicates that it was co-developed by the ByteDance and Tsinghua University research teams to advance the development of virtual fitting technology. The product is currently in the research phase and is not yet priced, primarily targeting academic research and effect demonstration.

AI Clothes Changer is a platform that uses advanced AI technology to allow users to virtually try on new clothes online. It offers a wide range of clothing options from casual to formal, enabling users to easily explore new styles and find their perfect matches. The main advantages of this platform include AI-driven accurate fitting effects, an intuitive user interface, quick and free results, and customized options for all occasions. AI Clothes Changer is suitable for personal style exploration as well as commercial purposes such as content creation.

TryOffAnyone is a deep learning model designed to generate flat fabric images from photos of individuals wearing clothing. This model transforms images of clothed people into fabric flat-lays, which is significant for fashion design and virtual fitting applications. By leveraging deep learning technology, it achieves highly realistic fabric simulations, allowing users to intuitively preview how garments appear when worn. The main advantages of this model include realistic fabric simulation effects and a high degree of automation, which can reduce time and cost in the actual fitting process.

Chaoji Haomai is a platform that utilizes AI technology to provide services such as virtual fitting, background changing, and model image creation for the e-commerce industry. It helps merchants quickly generate high-quality product model images, enhances product display effects, and reduces photography costs. Key advantages of this platform include realistic facial generation, intelligent color changing, and scene switching, allowing merchants to achieve personalized and diversified product displays. Chaoji Haomai is developed by Chaoji Hui (Hangzhou) Intelligent Technology Co., Ltd., dedicated to AICG e-commerce marketing and supporting the development of the e-commerce industry through technological innovation.

Leffa is a unified framework for controllable character image generation that allows for precise control over character appearance (e.g., virtual fitting) and pose (e.g., pose transfer). The model minimizes detail distortion and maintains high image quality by guiding target queries to relevant areas in the reference images during training. Key advantages of Leffa include model agnosticism, enabling performance enhancement of other diffusion models.

AI Tool Center is a platform that brings together over 1000 advanced AI tools, allowing users to discover and utilize various AI solutions across multiple domains, including age estimation, facial analysis, virtual fitting, image generation, and more.

PortraitGen is a multimodal generative prior-based tool for editing 2D portrait videos, capable of enhancing them to 4D Gaussian fields for multimodal portrait editing. The technology quickly generates and edits 3D portraits by tracking SMPL-X coefficients and utilizing a neural Gaussian texture mechanism. It also introduces an iterative dataset updating strategy and a multimodal face-aware editing module to improve expression quality while maintaining personalized facial structures.