1 code implementation • 22 Oct 2021 • Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic
To synthesize a pizza image with view attributesoutside the range of natural training images, we design a CGI pizza dataset PizzaView using 3D pizza models and employ it to train a view attribute regressor to regularize the generation process, bridging the real and CGI training datasets.
1 code implementation • 4 Dec 2020 • Fangda Han, Guoyao Hao, Ricardo Guerrero, Vladimir Pavlovic
Because of the complex nature of the multilabel image generation problem, we also regularize synthetic image by predicting the corresponding ingredients as well as encourage the discriminator to distinguish between matched image and mismatched image.