yfeng95/GAN_Applications

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Updated over 7 years ago

yfeng95/GAN_Applications

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Resources and Implementations of Generative Adversarial Nets which are focusing on how to control the generated images.

PRNet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

GAN

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

DECA

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

PIXIE

DELTA

Learning Disentangled Avatars with Hybrid 3D Representations. (Face, Body, Hair and Clothing)

SCARF

GAN_Theories

Resources and Implementations of Generative Adversarial Nets which are focusing on how to stabilize training process and generate high quality images: DCGAN, WGAN, EBGAN, BEGAN, etc.

NNTA

Neural Network Theory and Applications

Jupyter Notebook