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Recently, a method for face enhancement in image restoration was discussed. Instead of upscaling the entire image, the DFd net breaks down facial features like eyes and mouth and uses them as references to generate a detailed and accurate result. Microsoft has released an open-source AI called Bring Photos Back to Life, which offers functions like noise reduction, tone readjustment, and physical damage restoration. Not only scratches but also food marks and brown spots can be removed simultaneously in the hand-picked impressive results.