Scribble Draw

Scribble Draw was created as the result of Rainer Kõiv’s bachelor’s thesis “AI-Assisted Drawing Using the Stable Diffusion Img2Img Model.” He was supervised by Ardi Tampuu, Lecturer in Artificial Intelligence at the University of Tartu Institute of Computer Science.

Summary
The goal of this bachelor’s thesis was to develop an interactive demo application that allows users to draw simple sketches, from which AI models detect objects and generate enhanced images in a selected style. The demo is intended for display in the Delta academic building and for presentation at various events. The thesis consists of a theoretical part, introducing the components and models required to implement the demo, and a practical part, which provides an overview of the developed solution and analyzes the results. The application’s user interface was built using the Gradio framework, and image processing was performed using the Florence-2-large, Stable Diffusion v1.5, and SD ControlNet – Scribble models.