Pixel Genie: AI avatars and text-to-image app

Existing avatar and image tools were expensive, limited and hard to use.

ResultText-to-image on Stable Diffusion
Duration100 Day
Effort800 Hours
ReleasedApr 2023
IndustryDesign · Texas, USA
Pixel Genie: AI avatars and text-to-image app

AI-Powered Avatar, Profile Image Generator and Text-to-Image Converter

Overview

About the project

A US client owns a design firm in Texas. The client asked for an AI avatar generator that lets end users create avatars or profile pictures with custom backgrounds. The client also wanted a feature that turns text into images, so users can personalise their creations with their own words.

To meet these needs, our team proposed a mobile app built with Flutter. For the AI side, we recommended Python and AWS SageMaker. As a result, we delivered a cost-effective and user-friendly solution that met every requirement. It is also easy to use.

Challenge

The challenge

AI has surged in popularity worldwide. Our client saw a chance to build a tool that helps anyone create striking images, avatars and visuals from simple text. The main goal was a user-friendly solution that needs no design skills and no costly resources.

Several tools already exist in the market. However, the client found three problems with them: high costs, limited features and poor user-friendliness. So the client set out to build one tool that solves all three problems and gives users a smooth, affordable experience.

Solution

What we built

After a detailed analysis, we agreed with the client to build a mobile app named Pixel Genie. The app uses advanced image processing and user-centred design. Together, they give users a feature-rich and intuitive experience in Flutter.

  • We built this AI avatar generator with Flutter, a cross-platform framework. It lets us keep a single codebase for several platforms, so the app works well on a wide range of devices.
  • We added an AI-powered background changer with Python and AWS SageMaker. Users can pick a predefined background template, or they can upload their own custom background.
  • We built an Avatar Creator that turns a user’s own images into unique, personal avatars. The interface is simple, and it offers more than 10 different avatars. This makes it easy for each person to find a style that fits their personality.
  • We also added an AI/ML text-to-image feature. It uses deep learning to generate realistic, detailed images from simple text input. To achieve this, we deployed a custom Docker container on AWS SageMaker with the Stable Diffusion model from Hugging Face.
  • Next, we used stable-diffusion, TensorFlow and Pillow for computer vision and machine learning. These tools help users create high-fidelity avatars that reflect their appearance and personality.
  • We wrote the backend APIs in Python Flask for smooth integration and data handling. Finally, we deployed the app on the AWS cloud for scalability and reliability.

Read more about our mobile app development work.

Result

The result for the client

Pixel Genie is a powerful tool for creating high-quality profile images and avatars quickly and easily. The client has given positive feedback and praised its ease of use and efficiency. The text-to-image feature is one of the app’s most popular features. It lets users create compelling, aesthetic images to share with audiences on digital media.

Technology

What we built it with