Graphics library for TensorFlow @ IG

GraphicsDL is a general TensorFlow library for graphics deep learning, which contains diversity basic neural units, components and notable networks architecture.

Networks

StyleGAN2

PointNet++

PointRend

Layers

Neural units

Loss function

1. Logistics non saturating discriminative loss with simple gradient penalty

2. Logistics non saturating generative loss with perception path loss [losses.gan.GLoss.logistic_non_saturating_path_reg]

Error metric

Differentiable unit

Maintain team:

• Yuxiao Guo