Peng Liu's starred repositories

d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

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paper-reading

深度学习经典、新论文逐段精读

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insightface

State-of-the-art 2D and 3D Face Analysis Project

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gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

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tensorflow_practice

tensorflow实战练习,包括强化学习、推荐系统、nlp等

awesome-3D-gaussian-splatting

Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.

svox2

Plenoxels: Radiance Fields without Neural Networks

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CenterTrack

Simultaneous object detection and tracking using center points.

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habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

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vid2avatar

Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition (CVPR2023)

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MultiObjectiveOptimization

Source code for Neural Information Processing Systems (NeurIPS) 2018 paper "Multi-Task Learning as Multi-Objective Optimization"

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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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SPIN

Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

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mtl

Unofficial implementation of: Multi-task learning using uncertainty to weigh losses for scene geometry and semantics

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animatable_nerf

Code for "Animatable Implicit Neural Representations for Creating Realistic Avatars from Videos" TPAMI 2024, ICCV 2021

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StyleGANEX

[ICCV 2023] StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces

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ResidualMaskingNetwork

ICPR 2020: Facial Expression Recognition using Residual Masking Network

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TeCH

[3DV 2024] Official repo of "TeCH: Text-guided Reconstruction of Lifelike Clothed Humans"

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X-Avatar

X-Avatar: Expressive Human Avatars (CVPR2023)

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Emotion-FAN

ICIP 2019: Frame Attention Networks for Facial Expression Recognition in Videos

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GauHuman

Code for our CVPR'2024 paper "GauHuman: Articulated Gaussian Splatting from Monocular Human Videos"

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py-feat

Facial Expression Analysis Toolbox

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iresnet

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

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DAPN

A pytorch implementation of "Domain-Adaptive Few-Shot Learning"

dva

Drivable Volumetric Avatars

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SkinToneClassifier

An easy-to-use library for skin tone classification

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CrDoCo-pytorch

[CVPR 2019] CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency

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Metahuman-Emotion-Recognition

Emotionally responsive Virtual Metahuman CV with Real-Time User Facial Emotion Detection (Unreal Engine 5).

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