MyTimeMachine
Personalized facial age transformation technology
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- -Personalized age transformation: Combining global aging priors and personal photo collections, learn personalized age transformation.
- -Adapter network: Combining personalized aging features and global aging features, using StyleGAN2 to generate aging images.
- -Three loss functions: personalized aging loss, extrapolation regularization, and adaptive w-norm regularization, used for personalized adapter networks.
- -Video extension: Technology can be extended to videos to achieve high-quality, identity consistent, and time coherent aging effects.
- -High fidelity and identity preservation: Even when age is extrapolated beyond the training data range, identity features can be preserved.
- -Practical application: Suitable for virtual age applications in movies and TV special effects, such as VFX.
- -Academic support: Relevant research has been published on arXiv, providing detailed technical details and experimental results.
Product Details
MyTimeMachine is a facial age transformation model based on artificial intelligence technology, which can personalize age regression (age reduction) and age advancement (age increase) through about 50 personal selfie photos, while maintaining high fidelity and identity features, generating facial images similar to the target age. This technology has significant value in virtual age applications such as film and television special effects, providing high-quality, identity consistent, and temporally coherent age effects.
