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Recently, a new method for face enhancement in image restoration was introduced using the dfd net to extract facial features like eyes and mouth. Microsoft recently released an open-source AI called Bring Photos Back to Life, featuring functions like noising, tone readjustment, phase enhancement, and physical damage restoration. Handpicked results show impressive and promising outcomes, including removing scratches, food marks, and brown spots simultaneously.