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AI Image Editing

Break down what AI image editing tools can really do – local repainting, reference-image consistency, and in-image text rendering – so you can pick the right model for retouching, e-commerce visuals, or design drafts.

AI image editing is moving from simple image-to-image toward controllable local changes: selective repainting, multi-reference consistency, transparent layers, and in-image text rendering each decides if a model fits production pipelines. The topic follows how editing capabilities evolve across models such as Qwen-Image-Edit and Seedream, clarifies which metrics matter per scenario, and examines the licensing trade-offs behind open weights.