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Recently, a new face enhancement method was introduced for image restoration using dfd net to focus on important facial features like eyes and mouth. Microsoft released an open-source AI called Bring Photos Back to Life for detailed and accurate image enhancement, including noise reduction, tone adjustment, phase enhancement, and physical damage restoration. The results are impressive, with scratches, food marks, and brown spots being removed.