Project Summary

The client wanted an automated system utilizing generative AI to generate interior designs from user-provided prompts and room images. It should feature a user-friendly interface, customization options, a diverse design range, efficient visualization, and affordability, serving individual homeowners and professional designers as an innovative, time-saving, and creativity-inspiring tool.

Technical Stack

  • Mern Stack
  • PostgresSQL
  • MySQL
  • Redis
  • Python
  • Python 3
  • Industry

    Information Technology

  • region
  • Region

    United States

  • project-size
  • Project Size

    $8,000-$12,000

Highlights

Generative AI Interior Design Tool

Real-Time Interior Design Predictions

User-Friendly Interface and Customization

Diverse Design Possibilities

Challenges

  • Implement a feature to add the required interior at a specific location without changing the room structure.
  • Process the prompt and create an object suitable for the room and its dimensions.

Technical Challenges

  • Identifying the room's boundaries that work within the existing room structure.
  • Creating an ETL pipeline to handle live data for real-time interior design predictions.
  • Reducing the processing time to generate fitting interior designs.

Solutions

  • We've developed an interactive and centralised web application, empowered by generative AI models, to effortlessly create appealing and fitting interior designs based on user preferences. Our AI models are designed to generate designs for various room types like living rooms, bedrooms, and offices without knowing the prompt engineering; users only need to specify the room category, and the AI system takes care of the rest. These AI models are equipped with continuous learning capabilities even after deployment, ensuring they adapt to real-time scenarios. We've seamlessly integrated all these functionalities and AI models into a highly efficient desktop application.

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Benefits Post-Implementation

Through the integration of AI models and a user-friendly web application, our clients have enjoyed the following advantages:

  • Accessing an end-to-end system that swiftly generates creative interior design ideas with a single click saving valuable time.
  • Leveraging this automated AI system for freemium plans within their product offerings.
  • no.-of-resources
  • No. of Developers

    04

  • time-frame
  • Time Frame

    June 2019- April 2021

Experience With Bacancy

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