AI-Powered Image Creation and Editing System

Challenges

• Incorporate inpainting features by utilizing masks to limit modifications to either the masked area or areas outside of it.
• Set up an ETL pipeline capable of ingesting real-time data for immediate image generation and editing predictions.
• Reduce inference time by focusing processing efforts exclusively on the designated sections of the photograph, guided by the provided prompt.

• Our development team proposed the creation of an interactive web application featuring Generative AI models that can be trained to generate realistic images based on user prompts. This AI system offers a variety of specialized generative AI models tailored to specific image generation needs, accompanied by a selection of image processing methods to ensure highly accurate results.
• Furthermore, our proposed AI models are designed to retain self-learning capabilities even after deployment, enabling them to adapt to real-time scenarios. Our AI consulting team suggested integrating all the aforementioned features and AI models seamlessly into a desktop application to provide an efficient solution.