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Generate stylized photos while preserving ID attributes.

Style Photo allows you to generate photos with different stylistic elements with just one click based on the images you upload. It not only produces realistic human photos but also stylizes them while preserving ID attributes. By using artistic paintings, sculptures, or old photos of individuals as input, our PhotoMaker can transport a person from the last century or even ancient times into the present century, creating a 'photograph' for them. Our PhotoMaker not only generates realistic human photos but also stylizes them while preserving ID attributes. By simply replacing category terms, such as men and women, our method achieves changes in gender and age while preserving the original identity. If users provide images with different IDs as input, our PhotoMaker adeptly integrates features from various IDs to form a new, blended identity. Compared to other methods, our PhotoMaker excels in delivering high-quality and diverse generation capabilities, editability, efficient inference, and strong ID fidelity.