Snap Inc. (20240378763). DIFFUSION MODEL VIRTUAL TRY-ON EXPERIENCE simplified abstract
Contents
DIFFUSION MODEL VIRTUAL TRY-ON EXPERIENCE
Organization Name
Inventor(s)
Avihay Assouline of Tel Aviv (IL)
Jonathan Heimann of Herzliza (IL)
DIFFUSION MODEL VIRTUAL TRY-ON EXPERIENCE - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240378763 titled 'DIFFUSION MODEL VIRTUAL TRY-ON EXPERIENCE
The abstract describes a method and system for creating an extended reality (XR) try-on experience using a diffusion model. The system takes a first image of a real-world object and a second image of a target fashion item, then generates a warped image where pixels of the fashion item replace pixels of the real-world object. Segmentation maps are created for incomplete portions of the warped image, which are then analyzed using a generative machine learning model to generate an artificial image showing the real-world object wearing the fashion item.
- Utilizes a diffusion model to create an XR try-on experience.
- Combines images of a real-world object and a target fashion item to generate a warped image.
- Generates segmentation maps for incomplete portions of the warped image.
- Analyzes the warped image and segmentation maps using a generative machine learning model.
- Produces an artificial image depicting the real-world object wearing the fashion item.
Potential Applications: - Virtual try-on experiences for fashion retail. - Augmented reality applications for virtual fitting rooms. - Virtual reality simulations for fashion design and styling.
Problems Solved: - Enhances the online shopping experience by allowing customers to virtually try on clothing. - Provides a more immersive and interactive way to explore fashion choices. - Helps reduce returns and improve customer satisfaction by enabling more informed purchasing decisions.
Benefits: - Increased engagement and interactivity for online shoppers. - Cost-effective solution for retailers to showcase their products in a virtual environment. - Personalized and tailored shopping experiences for customers.
Commercial Applications: Virtual Try-On Technology: Revolutionizing the way consumers shop for clothing online
Questions about Virtual Try-On Technology: 1. How does this technology improve the online shopping experience for customers? 2. What are the potential cost-saving benefits for retailers implementing virtual try-on technology?
Frequently Updated Research: Stay updated on the latest advancements in virtual try-on technology to enhance the online shopping experience for customers.
Original Abstract Submitted
methods and systems are disclosed for generating an extended reality (xr) try-on experience based on an image produced by a diffusion model. the system receives a first image depicting a real-world object and receives a second image depicting a target fashion item. the system generates a warped image in which pixels of the target fashion item depicted in the second image replace pixels of a portion of the real-world object in the first image and generates one or more segmentation maps corresponding to incomplete portions of the warped image. the system analyzes the warped image and the one or more segmentation maps using a generative machine learning model to generate an artificial image that populates the incomplete portions of the warped image to depict the real-world object wearing the target fashion item.
