Field | Response |
---|---|
Intended Application(s) & Domain(s): | Content generation (such as Adobe Photoshop) for generating images of people, animals, etc. |
Model Type: | Generative Adversarial Network (GAN) |
Intended Users: | Intended for reproduction of results. |
Output: | Outputs image |
List the steps explaining how this model works: | Recognizes different classes of objects |
Name the adversely impacted groups this has been tested to deliver comparable outcomes regardless of: | Not Applicable |
Technical Limitations: | Discriminator is not equivariant. Operators in sRGB color space (after tone mapping). |
Performance Metrics: | Fréchet inception distance (FID) |
Potential Known Risks: | None Known |
Recommended Training: | https://www.nvidia.com/en-us/on-demand/session/gtcfall22-a41089/ |
End User License Agreement: | https://github.com/NVlabs/stylegan3/blob/main/LICENSE.txt |