Zhang Chen

IDM-VTON. [ECCV2024] IDM-VTON : Improving Diffusion Models for Authentic Virtual Try-on in the Wild

clarity-upscaler. Clarity AI | AI Image Upscaler & Enhancer - free and open-source Magnific Alternative

IC-Light. More relighting!

SD-T2I-360PanoImage. repository for 360 panorama image generation based on Stable Diffusion

Open-Sora. Open-Sora: Democratizing Efficient Video Production for All

gaustudio. A Modular Framework for 3D Gaussian Splatting and Beyond

SUPIR. SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

SoraReview. The official GitHub page for the review paper "Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models".

SpacetimeGaussians. [CVPR 2024] Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis

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.

RelitNeuLF. Python

LichtFeld-Studio. Train, inspect, edit, automate, and export 3D Gaussian Splatting scenes from a single native application.

gaussian-viewer. Python

kaolin-wisp. NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

NeuRBF. Python

metal-splats. Toy iOS + Metal AR Gaussian Splat Renderer

UnityGaussianSplatting. Toy Gaussian Splatting visualization in Unity

gaussian-splatting-web. TypeScript

splat. WebGL 3D Gaussian Splat Viewer

threestudio. A unified framework for 3D content generation.

Fooocus. Focus on prompting and generating

stable-diffusion-webui. Stable Diffusion web UI

decord. An efficient video loader for deep learning with smart shuffling that's super easy to digest

PyTorchTricks. Some tricks of pytorch... :star:

Track-Anything. Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

Awesome-Anything. General AI methods for Anything: AnyObject, AnyGeneration, AnyModel, AnyTask, AnyX

K-Planes. Python

JNeRF. JNeRF is a NeRF benchmark based on Jittor. JNeRF re-implemented instant-ngp and achieved same performance with original paper.

common-3d-test-models. Repository containing common 3D test models in original format with original source if known and obj mesh

relightable-nr. A Neural Rendering Framework for Free-Viewpoint Relighting (CVPR 2020)

nerfstudio. A collaboration friendly studio for NeRFs

nerf-factory. An awesome PyTorch NeRF library

MINER_pl. Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning

xformers. Hackable and optimized Transformers building blocks, supporting a composable construction.

SP-GAN. Python

if-net. Implicit Feature Network (IF-Net) - Codebase

convolutional_occupancy_networks. [ECCV'20] Convolutional Occupancy Networks

occupancy_networks. This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

Awsome_Deep_Geometry_Learning. A list of resources about deep learning solutions on 3D shape processing

NeuralTexture. Unofficial implementation of the paper "Deferred Neural Rendering: Image Synthesis using Neural Textures" in Pytorch.

shapenet-viewer. ShapeNet Viewer

mitsuba-shapenet. Mitsuba for ShapeNet

DeepSDF. Learning Continuous Signed Distance Functions for Shape Representation

mitsuba2. Mitsuba 2: A Retargetable Forward and Inverse Renderer

FaceForensics. Github of the FaceForensics dataset

awesome-deepfakes. Everything Deepfakes

nerf. Code release for NeRF (Neural Radiance Fields)

differentiable_volumetric_rendering. This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

sdf. Sphere tracing signed distance functions.

3D-Shape-Analysis-Paper-List. A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).

coding-interview-university. A complete computer science study plan to become a software engineer.

deep_gcns_torch. Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

HDRI-to-CubeMap. Image converter from spherical map to cubemap

SingleImageShapeAndSVBRDF. Python

neural_rerendering_in_the_wild. Python

DSS. Differentiable Surface Splatting

pytorch_geometric. Graph Neural Network Library for PyTorch

gradient-halide. C++

Halide. a language for fast, portable data-parallel computation

RenderNet. Code for RenderNet: A deep convolutional network for differentiable rendering from 3D shapes

redner. Differentiable rendering without approximation.

differentiable-renderer. Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

opendr. Python

dirt. DIRT: a fast differentiable renderer for TensorFlow

neural_renderer. "Neural 3D Mesh Renderer" (CVPR 2018) by H. Kato, Y. Ushiku, and T. Harada.

cmr. Project repo for Learning Category-Specific Mesh Reconstruction from Image Collections

SoftRas. Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

face_rendering. face rendering

PyTorch-GAN. PyTorch implementations of Generative Adversarial Networks.

neural_renderer. A PyTorch port of the Neural 3D Mesh Renderer

ICCV2023-Paper-Code-Interpretation. ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

LiteratureDL4Graph. A comprehensive collection of recent papers on graph deep learning

Awesome-Graph-Neural-Networks. Paper Lists for Graph Neural Networks

GNNPapers. Must-read papers on graph neural networks (GNN)

3d-deep-learning. 3D Deep Learning works

Facial_Details_Synthesis. [ICCV2019 Oral] Photo-Realistic Facial Details Synthesis from Single Image

deepvoxels. Python

eos-expression-aware-proxy. Expression-Aware Proxy Generation part of the paper Photo-Realistic Facial Details Synthesis From Single Image

3D-Machine-Learning. A resource repository for 3D machine learning

arxiv-sanity-preserver. Web interface for browsing, search and filtering recent arxiv submissions

pvnet. Code for "PVNet: Pixel-wise Voting Network for 6DoF Pose Estimation" CVPR 2019 oral

libfacedetection. An open source library for face detection in images. The face detection speed can reach 1000FPS.

ZQCNN. 一款推理框架，同时有很多有用的demo，觉得好用请点星啊

3DDFA. The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

jax. Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

autograd. Efficiently computes derivatives of NumPy code.

face-datasets.

rgbps. Single-shot RGB-PS With Spatially-varying Albedo

capture_software. C++

OpenFace. OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

faceswap. Deepfakes Software For All

faceswap-GAN. A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.

4dface. Real-time 3D face tracking and reconstruction from 2D video

eos. A lightweight 3D Morphable Face Model library in modern C++

3dmm_basic. An implementation of the classical 3DMM fitting algorithm

3DMM-Matlab. Matlab

vcglib. The VCGlib is a C++, templated, no dependency, library for manipulation, processing and cleaning of triangle meshes

geometry-processing. Course material for a grad-level course in Geometry Processing.

cpd. C++ implementation of the Coherent Point Drift point set registration algorithm.

GCNetwork. Python

cnn-crf-stereo. C++

amgcl. C++ library for solving large sparse linear systems with algebraic multigrid method

3dmatch-toolbox. 3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

efficient_densenet_pytorch. A memory-efficient implementation of DenseNets

crayon. A language-agnostic interface to TensorBoard

3DMM. 3D Morphable Model software (https://www.cs.cmu.edu/~efros/courses/AP06/Papers/Blanz-siggraph-99.pdf)

basel-face-pipeline. Scala

3DMMasSTN. MatConvNet implementation for incorporating a 3D Morphable Model (3DMM) into a Spatial Transformer Network (STN)

3DMM_edges. Matlab implementation of algorithm for fitting 3D Morphable Model to images using edge features

Windows-universal-samples. API samples for the Universal Windows Platform.