Artiq
Introduction
Article image generator is a web application that generates headline images for articles. It's build on GPT-3.5, Stable diffusion XL 2.2.2 and our custom model for image validation. The application is built with Svelte and FastAPI.
Goal of the project
The primary goal of this project was to create a web application tailored for businesses, specifically designed to streamline the process of generating eye-catching and professional headline images for articles. The application leverages advanced algorithms and customizable design templates, enabling users to quickly produce visually appealing images that enhance the impact of their written content. By automating the image creation process, this tool helps businesses save time and maintain a consistent visual style for their marketing and editorial needs.
My approach
This project was developed by a team of students from the Secondary Industrial School Brno, Purkyňova, as part of an internship guided by AI Check. The goal was to create a powerful yet accessible tool that generates headline images for articles, making it available for free to everyone. Our collaborative approach combined innovative technologies and AI models to ensure high performance and usability.
Technologies Used
Frontend:
- Svelte — A modern JavaScript framework for building interactive and fast user interfaces, enabling smooth and responsive user experiences.
Backend:
- FastAPI — A powerful and efficient Python framework for building web applications, offering robust API capabilities and fast performance.
AI Models
Image Generation:
- Stable Diffusion XL 2.2.2 — An advanced AI model designed for creating high-quality, visually appealing images tailored to content needs.
Text Processing:
- GPT-3.5 Turbo — A state-of-the-art text processing model developed by OpenAI, providing smart and context-aware suggestions.
Result
The article image generator project successfully delivered a powerful, AI-driven solution for creating high-quality headline images. Leveraging GPT-3.5 Turbo, Stable Diffusion XL 2.2.2, and a custom image validation model, the tool streamlines the image creation process for businesses and content creators. Built using Svelte and FastAPI, it offers a fast, user-friendly experience and has been made freely available to the public. Developed by students from the Secondary Industrial School Brno, Purkyňova, under AI Check's guidance, the project demonstrates the effective application of cutting-edge technology to solve real-world content design challenges.
Photos