Developing an MVP for a start-up generative AI application

What does Evryface do?

Evryface, a newly launched product supported by Vstorm, is an AI-powered solution providing an innovative AI photo generator. It enables users to create professional-grade photos, avatars, and headshots without leaving the comfort of their homes. Evryface revolutionizes the way users generate high-quality photos within minutes, offering a wide range of customization options to suit every preference. The strategic support from Vstorm, in product development, market analysis, and business strategy, has allowed Evryface to refine its product, improve its go-to-market strategy, and identify potential areas for growth.

How does Vstorm cooperate with Evryface?

Evryface’s challenge was to create an MVP product capable of using AI to generate personalized, high-quality user photos in various styles. This involved developing advanced AI algorithms, ensuring user data security, and creating an intuitive interface. Vstorm, as an expert in AI and LLM-based software, was able to offer its knowledge and experience in realizing this ambitious project.

• Mechanism-based on Stable Diffusion

The first step was to create a photo-generation mechanism based on the Stable Diffusion engine. This application allowed for the generation of personalized user photos. A key element of this stage was to design a custom infrastructure for the project, including a queuing system for photo generation requests. This aimed to optimize GPU power usage, allowing for efficient processing of a large number of user requests.

• Creating personalized datasets

The second important mechanism was to create a system to generate personalized data sets for each user. In this case, we used OpenCV technology to increase the quality of the data provided. This system identified faces in the users’ photos and passed them on for further processing. We also created algorithms developed to analyze facial features, allowing us to create more precise and personalized data sets.

• AI model training and photo generation

The third key element was training the AI model based on the created datasets to produce photos with users’ faces. As part of this stage, advanced machine learning techniques were implemented, allowing for quick adaptation of the model to individual user characteristics. Additionally, methods for validating and evaluating the quality of generated photos were developed to ensure high-quality results.

In this part, over 100 unique stylizations for photo generation were created, significantly increasing the diversity and attractiveness of the offered options. Additionally, more than 100 custom prompts were developed, specially tailored to each stylization. These prompts were carefully designed to maximize the capabilities of the AI model and ensure the best results

Results

Thanks to the solutions offered by Vstorm, Evryface successfully developed a scalable MVP that leverages hyper-personalization and generative AI technology. The collaboration with Vstorm allowed Evryface to integrate advanced AI algorithms, ensuring user data security, and creating an intuitive user interface. The implementation of a photo-generation mechanism based on the Stable Diffusion engine, combined with the creation of personalized datasets using OpenCV technology, enabled the generation of high-quality, hyper-personalized user photos.

Through meticulous training of the AI model and the development of over 100 unique stylizations and custom prompts, Evryface significantly enhanced the diversity and attractiveness of its photo generation options. This robust foundation enables the company to focus on continuous innovation by adding new features and customization options, ensuring that Evryface remains at the forefront of AI-powered photo generation solutions.

Read more about the launch on Product Hunt and upvote!

About Evryface

www.evryface.com