Generative AI for Custom Fashion Design Integrating AI with E Commerce Platforms

The Fashion Design Platform and its core innovation in this web application using Generative AI to produce unique fashion designs using Stability Diffusion. Users can further dress clothes on various bodies according to properties such as skin color and size and height. It has three different AI models- a text-to-image model, to produce designs based on given descriptions; an image-to-image model, to transform any existing designs into new ones with the click of a button; and a simulator, which enables the user to imagine her custom designs on any number of body types. It is also allied with Flipkart, allowing users to choose clothing items and alter them with AI-generated designs. This integration of fashion and technology would offer a customer-specific, interactive shopping experience where creativity and the advanced capabilities of AI come together to allow users to design, visualize, and personalize a fashion item according to their style.

Authors

Publication Details

Published
2024-11-18
DOI
https://doi.org/10.1109/icdici62993.2024.10810858
Citations
3
Primary Topic
Impact of AI and Big Data on Business and Society
Type
article
Field-Weighted Citation Impact
1.47
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Generative AI for Custom Fashion Design Integrating AI with E Commerce Platforms

A Jadhav, Vaishali Jabade, Harsh Shrivastav, Nikita Harak
3 citations
Impact of AI and Big Data on Business and Society
1.47
article

Generative AI for Custom Fashion Design Integrating AI with E Commerce Platforms

A Jadhav, Vaishali Jabade, Harsh Shrivastav, Nikita Harak
article en
3 citations

Abstract

The Fashion Design Platform and its core innovation in this web application using Generative AI to produce unique fashion designs using Stability Diffusion. Users can further dress clothes on various bodies according to properties such as skin color and size and height. It has three different AI models- a text-to-image model, to produce designs based on given descriptions; an image-to-image model, to transform any existing designs into new ones with the click of a button; and a simulator, which enables the user to imagine her custom designs on any number of body types. It is also allied with Flipkart, allowing users to choose clothing items and alter them with AI-generated designs. This integration of fashion and technology would offer a customer-specific, interactive shopping experience where creativity and the advanced capabilities of AI come together to allow users to design, visualize, and personalize a fashion item according to their style.

Openalex Percentile: Top 15%
Impact of AI and Big Data on Business and Society
1.47
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.