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fashiongenie's Introduction

Fashion Genie

Conceptual Discourse: Vision and Purpose

In this repository, we address various challenges in the fashion domain through innovative solutions powered by AI. Our goal is to enhance the fashion shopping experience for users by leveraging cutting-edge technologies. Here's an overview of the key problems we tackle and their corresponding solutions:

  1. Visual Search: Employs a Generative AI Text-to-Image model to seamlessly transform textual inputs into virtual try-on images.

  2. Conversational Fashion Chatbot - Mr Genie : Chatbot that engages users in discussions about fashion trends, preferences, and outfit ideas

  3. Recommendation Engine for Similar Products: Recommends similar products to users based on their preferences and past purchases

  4. Real-Time Fashion Trends Analysis: Provides real-time insights into the latest fashion trends and styles

    ---
    title: Fashion Genie Architecture
    ---
    stateDiagram-v2
        User --> LLM : Prompt
        User --> Diffusion : Images
        User --> Details : History & User Data
        Details --> RecSys
        LLM --> RecSys
        Diffusion --> RecSys
        note right of RecSys : Products
    
    Loading

Technological Paradigm

Python Icon PyTorch Icon HTML Icon CSS Icon JavaScript Icon Stable Diffusion Icon LLM

Orchestrated Scenarios: Exploring FashionGenie's Capabilities

  1. Personalized Outfit Discovery: Elevated Elegance through Personalized Discovery

  2. One model fits all: Singular Style, Tailored to All

  3. Staying On-Trend: Navigating Trends with Flair

  4. Elevated Shopping Experience: Crafting the Shopping Experience

  5. Effortless Matching: Harmonious Ensemble in a Glance

  6. Fashion Advice for All Ages: Beyond Generational Grace

  7. Browsing History-Informed Recommendations: A Symphony of Histories, A Cadence of Discovery

  8. Enhanced In-Store Experience: Bringing Digital Mirage to Retail Reality

  9. User-Curated Wishlist: Sculpting Desires: A User-Curated Odyssey

  10. Social Media Sharing: Ensemble Echoes in Cyberspace: Sharing Stories

Visual Artistry: Evolving Creations and Training Insights

Training Images

Image 1 Image 2 Image 3 Image 4
Image 1 Image 2 Image 3 Image 4

Generated Images

Image 1 Image 2 Image 3 Image 4
Image 1 Image 2 Image 3 Image 4

Recommended Images

Image 1 Image 2 Image 3 Image 4
Image 1 Image 2 Image 3 Image 4

User Interface

UI

Project Organization


├── README.md               <- The top-level README for developers.
├── requirements
│   └── env.yml             <- The conda environment file for reproducing the
├── data                    <- Training and generated data is kept in this folder
├── models                  <- Trained and serialized models, model predictions,
│                              or model summaries.
├── notebooks               <- Jupyter notebooks.
├── scripts                 <- Analysis and production scripts which import the
build.
├── web                     <- Web app files(HTML, CSS, JS)
└── src                     <- Python files containing the architecture of the
                                project.

FashionGenie

Our Team 🎳

Name - Ayush Pratap Singh - https://github.com/ayushpratap113
Email - [email protected]. Contact number: 98391662530
Name - Harshit Singh - https://github.com/Harshitsingh-14
Email - [email protected]. Contact number: 9205021433

fashiongenie's People

Contributors

harshitsingh-14 avatar

Watchers

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