Towards Realistic Generative 3D Face Models

1 code implementation • 24 Apr 2023 • Aashish Rai, Hiresh Gupta, Ayush Pandey, Francisco Vicente Carrasco, Shingo Jason Takagi, Amaury Aubel, Daeil Kim, Aayush Prakash, Fernando de la Torre

By combining 2D face generative models with semantic face manipulation, this method enables editing of detailed 3D rendered faces.

3D Face Reconstruction Face Model +1

Unpaired Image Translation via Vector Symbolic Architectures

1 code implementation • 6 Sep 2022 • Justin Theiss, Jay Leverett, Daeil Kim, Aayush Prakash

Image-to-image translation has played an important role in enabling synthetic data for computer vision.

Image-to-Image Translation Translation

Controllable 3D Generative Adversarial Face Model via Disentangling Shape and Appearance

1 code implementation • 30 Aug 2022 • Fariborz Taherkhani, Aashish Rai, Quankai Gao, Shaunak Srivastava, Xuanbai Chen, Fernando de la Torre, Steven Song, Aayush Prakash, Daeil Kim

3D face modeling has been an active area of research in computer vision and computer graphics, fueling applications ranging from facial expression transfer in virtual avatars to synthetic data generation.

3D Face Modelling Face Model +1

RarePlanes: Synthetic Data Takes Flight

no code implementations • 4 Jun 2020 • Jacob Shermeyer, Thomas Hossler, Adam Van Etten, Daniel Hogan, Ryan Lewis, Daeil Kim

RarePlanes is a unique open-source machine learning dataset that incorporates both real and synthetically generated satellite imagery.