UsamaHasan

gaussian-splatting

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

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

imaginAIry

Pythonic AI generation of images and videos

Segment-Everything-Everywhere-All-At-Once

[NeurIPS 2023] Official implementation of the paper "Segment Everything Everywhere All at Once"

nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

occupancy_networks

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

Fast-Quadric-Mesh-Simplification

Mesh triangle reduction using quadrics

point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

HashNeRF-pytorch

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

mvs-texturing

Algorithm to texture 3D reconstructions from multi-view stereo images

Mesh-processing-library

C++ libraries and programs demonstrating mesh processing research published in ACM SIGGRAPH (1992-2003)

D-NeRF

phycv

PhyCV: The First Physics-inspired Computer Vision Library

Next3D

[CVPR 2023 Highlight] Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars

SSDNeRF

[ICCV 2023] Single-Stage Diffusion NeRF

HexPlane

Official code for CVPR 2023 Paper, HexPlane: A Fast Representation for Dynamic Scenes

NeRD-Neural-Reflectance-Decomposition

NeRD: Neural Reflectance Decomposition from Image Collections - ICCV 2021

3PU

Patch-base progressive 3D Point Set Upsampling

DefTet

Learning Deformable Tetrahedral Meshes for 3D Reconstruction (NeurIPS 2020)

stereodemo

Small Python utility to compare and visualize the output of various stereo depth estimation algorithms

smerf-3d.github.io

Neural-PIL

Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition - NeurIPS2021

APD-MVS

APD-MVS is a MVS method which adopts adaptive patch deformation and an NCC-based matching metric.

diner

Official PyTorch Implementation of the CVPR23 Paper "DINER: Depth-aware Image-based NEural Radiance fields"

orientation-aware-firearm-detection

Orientation aware object detection with applications to firearms

reflectance-filtering

Reflectance Adaptive Filtering Improves Intrinsic Image Estimation

point-normals-upsampling

Efficient Point Cloud Upsampling and Normal Estimation using Deep Learning for Robust Surface Reconstruction

wan

Weakly-Supervised Domain Adaptation for Built-up Region Segmentation in Aerial and Satellite Imagery

MLSL

Multi-Level Self-Supervised Learning for Domain Adaptation: MxNet Implementation