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PeterouZh / CIPS-3D

3D-aware GANs based on NeRF (arXiv).
MIT License
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Quantitative evaluation #4

Closed AustinXY closed 2 years ago

AustinXY commented 2 years ago

Do you have quantitative evaluations of the model on some other datasets (compcar or afhq)? If so, how do they compare to StyleNeRF results?

PeterouZh commented 2 years ago

I have fine-tuned an AFHQ model from the FFHQ model. Since the NeRF network is frozen, the 3D shape is learned from face dataset. As such, the performance is limited.

When I am free, I will train a model on AFHQ from scratch. I think it will not be more difficult compared to human faces.

As for compcar, the hyperparameters may need to be re-adjusted. I currently have no plans to do this experiment.