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A recent method for face enhancement in image restoration involves focusing on important facial features like eyes and mouth using dfd net. By referencing a library of features, a highly detailed and accurate result can be generated to replace the feature. Microsoft recently released an open source AI called "Bring Photos Back to Life" with functions like noising, tone readjustment, phase enhancement, and physical damage restoration, including removing scratches, food marks, and brown spots simultaneously. Handpicked results show impressive and promising outcomes.