Note 01
Which AI Models Rebuild Damaged Photos?
The AI models that rebuild damaged photos include convolutional neural networks, encoder–decoder networks, generative adversarial networks, transformers, and diffusion models. Research by Roman Suvorov and colleagues, “Resolution-robust Large Mask Inpainting with Fourier Convolutions” (WACV 2022), shows that the LaMa network, built on Fourier convolutions with an image-wide receptive field, reconstructs large missing regions from the surrounding image structure.













