MyTimeMachine
M
Mytimemachine
Overview :
MyTimeMachine is an AI-based facial age transformation model that can personalize age regression (youthening) and age progression (aging) through approximately 50 selfies, generating facial images similar to the target age while maintaining high fidelity and identity features. This technology holds significant value in virtual age applications within film and television special effects, providing high-quality, identity-consistent, and temporally coherent age effects.
Target Users :
The target audience includes professionals in film and television special effects, artificial intelligence researchers, and facial recognition technology developers. MyTimeMachine aids special effects artists in achieving realistic age effects in film and TV production by providing high-quality personalized facial age transformations, while also offering researchers a platform to study facial aging and personalized representations.
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Use Cases
In film production, MyTimeMachine is used to reduce an actor's facial image from 70 years to 30 years old, recreating their youthful appearance.
In a TV show, MyTimeMachine is employed to age a guest's facial image, showcasing how they might look in the future.
In artificial intelligence research, MyTimeMachine is utilized for studies on facial aging, exploring how various factors affect the aging process.
Features
- Personalized Age Transformation: Combines global aging priors with personal photo collections to learn personalized age transformations.
- Adapter Network: Integrates personalized aging features with global aging features using StyleGAN2 to generate aging images.
- Three Loss Functions: Personalized aging loss, extrapolation regularization, and adaptive w-norm regularization for the personalized adapter network.
- Video Extension: The technology can be scaled to video, achieving high-quality, identity-consistent, and temporally coherent aging effects.
- High Fidelity and Identity Preservation: Maintains identity features even when aging extrapolated beyond the training data range.
- Practical Applications: Suitable for virtual age applications in film and television special effects, such as VFX.
- Academic Support: Relevant research has been published on arXiv, providing detailed technical specifics and experimental results.
How to Use
1. Visit the MyTimeMachine website.
2. Read the product introduction and method instructions to understand how to personalize facial age transformations.
3. Prepare about 50 selfies of yourself at different ages.
4. Upload your collection of personal photos according to the guidelines provided on the website.
5. Select the target age to perform age regression or progression.
6. Observe and evaluate the generated aging images to ensure they meet your expected results.
7. If necessary, adjust the parameters or re-upload photos to optimize the outcomes.
8. Download or directly use the generated personalized facial age transformation images.
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