Image-Editing-Framework
Image-Editing-Framework is a unified software repository that standardizes four pivotal image editing algorithms: Prompt-to-Prompt, MasaCtrl, Plug-and-Play, and Pix2Pix-Zero. Designed to resolve compatibility issues caused by varying environment requirements and diffusers versions, this tool normalizes these methods to the latest diffusers release (0.27). It supports multiple Stable Diffusion versions including 1.5, 2.1, and XL, enabling seamless switching between models. The codebase is structured to clarify underlying editing logic, making similarities and differences between methods transparent for researchers. It integrates various inversion techniques and provides direct access to the PIE Benchmark for consistent performance testing across algorithms. A key feature is the removal of method-specific engineering optimizations like masks or edit directions to ensure fair comparative analysis, though users can easily reintegrate them. The framework includes examples for editing real and synthetic images, tes