  We introduce DialogPaint, a novel framework that bridges conversational
interactions with image editing, enabling users to modify images through
natural dialogue. By integrating a dialogue model with the Stable Diffusion
image transformation technique, DialogPaint offers a more intuitive and
interactive approach to image modifications. Our method stands out by
effectively interpreting and executing both explicit and ambiguous
instructions, handling tasks such as object replacement, style transfer, and
color modification. Notably, DialogPaint supports iterative, multi-round
editing, allowing users to refine image edits over successive interactions.
Comprehensive evaluations highlight the robustness and versatility of our
approach, marking a significant advancement in dialogue-driven image editing.
