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is a sophisticated image restoration and editing technique used to fill in missing, damaged, or unwanted parts of an image with realistic content that matches the surrounding area. While its roots lie in the ancient manual restoration of physical artwork, modern digital inpainting leverages Artificial Intelligence (AI) to perform complex tasks like object removal, photo repair, and creative scene expansion with nearly imperceptible results. The Evolution: From Paintbrushes to AI

Modern AI inpainting is a multi-step process that relies on powerful generative models to "imagine" what belongs in a void. inpaint

Digital inpainting has undergone a massive transformation, shifting from purely mathematical algorithms to deep-learning-driven systems. is a sophisticated image restoration and editing technique

These early techniques relied on local information. Diffusion-based methods propagated neighbouring pixels into the gap, while patch-based methods (like Adobe's early Content-Aware Fill) searched for similar textures within the same image to "clone" them into missing regions. inpaint