1. [Publications](/index.php/publications)
2. SymGAN: Orientation Estimation without Annotation for Symmetric Objects
 
 # SymGAN: Orientation Estimation without Annotation for Symmetric Objects

  ![](/sites/default/files/styles/wide/public/pubs/2020-03_SymGAN%3A-Orientation-Estimation/default.jpg?itok=4sg_eaQR)

 ## Authors



Phil Ammirato (University of North Carolina at Chapel Hill)

[Jonathan Tremblay](/index.php/person/jonathan-tremblay)

[Ming-Yu Liu](/index.php/person/ming-yu-liu)

Alexander Berg (University of North Carolina at Chapel Hill)

Dieter Fox (NVIDIA)

 

 

 ## Publication Date



Monday, March 2, 2020

 

 ## Published in



[WACV](https://wacv20.wacv.net/)

 

 ## Research Area



[Artificial Intelligence and Machine Learning ](/index.php/research-area/machine-learning-artificial-intelligence)

[Computer Vision](/index.php/research-area/computer-vision)

[Generative AI](/index.php/research-area/generative-ai)