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A recent development in image restoration involves using a face enhancement method called dfd net. Instead of upscaling the entire image, this method focuses on enhancing important facial features like eyes and mouth for detailed and accurate results. Recently, Microsoft released an open-source AI called bring photos back to life, which offers functions like noise reduction, tone readjustment, phase enhancement, and physical damage restoration. This AI can remove scratches, food marks, and brown spots, producing impressive results.