joeylitalien

tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

PerceptualSimilarity

LPIPS metric. pip install lpips

yocto-gl

Yocto/GL: Tiny C++ Libraries for Data-Driven Physically-based Graphics

awesome-implicit-representations

A curated list of resources on implicit neural representations.

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

polyscope

A C++ & Python viewer for 3D data like meshes and point clouds

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

sdf

Simple SDF mesh generation in Python

AppleNeuralHash2ONNX

Convert Apple NeuralHash model for CSAM Detection to ONNX.

libdeflate

Heavily optimized library for DEFLATE/zlib/gzip compression and decompression

raymarching-workshop

An Introduction to Raymarching

Replica-Dataset

The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .

nglod

Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes (CVPR 2021 Oral)

DSNeRF

Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

volrend

PlenOctree Volume Rendering (supports CUDA & fragment shader backends)

BlendedMVS

BlendedMVS: A Large-scale Dataset for Generalized Multi-view Stereo Networks

nvidia-auto-installer-for-fedora-linux

A CLI tool which lets you install proprietary NVIDIA drivers and much more easily on Fedora Linux (32 or above and Rawhide)

nerfactor

Neural Factorization of Shape and Reflectance Under an Unknown Illumination

RIDNet

Pytorch code for "Real image denoising with feature attention", ICCV (Oral), 2019.

DONERF

Code for "DONeRF Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks"

ACORN

ACORN: Adaptive Coordinate Networks for Neural Scene Representation | SIGGRAPH 2021

DIST-Renderer

DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing (CVPR 2020).

prettyplots

Design your own matplotlib stylefile interactively

psdr-cuda

Path-space differentiable renderer

figure-gen

A Python package to effortlessly assemble images in comparison figures. Supports LaTeX, PPTX, and HTML.

elpips

E-LPIPS: Robust Perceptual Image Similarity via Random Transformation Ensembles

nerf-tex

WCMC

Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction [Cho et al. SIGGRAPH 2021]

non-exp-transmittance-torch

This repository contains a non-exponential transmittance operator that can be used with PyTorch

blenderer

A collection of Blender scripts