The College of Computer Science and Information Technology at University of Basrah hosted a scientific lecture titled "Diffusion Models for High-Fidelity Image Inpainting with Preserved Semantic Consistency." The lecture explored the use of diffusion models in image inpainting—the process of reconstructing missing parts of an image—leveraging artificial intelligence techniques.

The lecture aimed to highlight the importance of achieving high-fidelity image reconstruction while maintaining semantic consistency, ensuring that the restored portions align with the overall context of the image. It also provided an overview of recent studies and current research challenges in this field.

Presented by researcher Mohammed Ali Faisal, the lecture covered the operational mechanisms of diffusion models and their applications in image inpainting. It addressed the research problem, identified existing research gaps, outlined the proposed objectives and methodology, and examined various techniques for evaluating the performance of models used in this domain.