Peng Liu's repositories

AvatarMe

Public repository for the CVPR paper AvatarMe

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3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

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age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

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C3AE_Age_Estimation

Exploring the Limits of Compact Model for Age Estimation. CVPR2019

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CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

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DeepPrivacy

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

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DF2Net

DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction

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DR-GAN

DR-GAN Official Tensorflow Implementation

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DynamicRCNN

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training

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Efficient-PyTorch

My best practice of training large dataset using PyTorch.

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EmoPy

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

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facescape

FaceScape: a Large-scale High Quality 3D Face Dataset and Detailed Riggable 3D Face Prediction (CVPR2020)

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faceswap

Deepfakes Software For All

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g3an-project

[cvpr 20] G3AN: Disentangling Appearance and Motion for Video Generation

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head-pose-estimation

Head pose estimation by TensorFlow and OpenCV

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learn-to-cluster

Learning to Cluster Faces on an Affinity Graph (CVPR 2019)

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

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Open4D

4D visualization of dynamic events from unconstrained multi-view videos

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opencv-1

Open Source Computer Vision Library

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order-learning

ORDER LEARNING AND ITS APPLICATION TO AGE ESTIMATION [ICLR 2020]

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PytorchNeuralStyleTransfer

Implementation of Neural Style Transfer in Pytorch

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SSV

Pytorch implementation of SSV: Self-Supervised Viewpoint Learning from Image Collections (CVPR 2020)

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stargan

StarGAN - Official PyTorch Implementation

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stargan-v2

StarGAN v2 - Official PyTorch Implementation

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tinyrenderer

A brief computer graphics / rendering course

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Universal_Head_3DMM

This is a Project Page of 'Towards a complete 3D morphable model of the human head'

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VMZ

VMZ: Model Zoo for Video Modeling

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