instant-ngp

Neural Graphics Toolkit

A software toolkit for training and rendering neural graphics primitives

Instant neural graphics primitives: lightning fast NeRF and more

GitHub

16k stars
204 watching
2k forks
Language: Cuda
last commit: almost 2 years ago
3d-reconstructioncomputer-graphicscomputer-visioncudafunction-approximationmachine-learningnerfneural-networkreal-timereal-time-renderingrealtimesigned-distance-functions

Related projects:

RepositoryDescriptionStars
kwea123/nerf_plAn implementation of NeRF in PyTorch-Lightning for 3D reconstruction and view synthesis2,748
bmild/nerfThis project implements a neural representation of 3D scenes for rendering new views10,030
nvlabs/tiny-cuda-nnA C++/CUDA framework for training and querying neural networks using GPUs3,791
nvlabs/neuralangeloAn implementation of high-fidelity neural surface reconstruction from video frames using deep learning4,418
yenchenlin/nerf-pytorchAn implementation of NeRF in PyTorch for synthesizing novel views of complex scenes5,557
ashawkey/torch-ngpA PyTorch implementation of NeRF (Neural Radiance Fields) and related techniques for 3D rendering and reconstruction2,121
nvidia/digitsA web-based platform for training deep learning models on GPU accelerators.4,126
nvlabs/stylegan3An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities6,478
sony/nnablaA deep learning framework that provides a flexible and expressive Python API for building and training neural networks on various platforms.2,729
ashawkey/stable-dreamfusionGenerates 3D content from text using a combination of neural networks and image synthesis.8,351
nvidiagameworks/kaolinA PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools.4,550
dmitryulyanov/deep-image-priorA project demonstrating image restoration using neural networks without learning7,920
karpathy/neuraltalk2Efficient image captioning model using a CNN followed by an RNN in deep learning on GPU5,515
nvlabs/stylegan2-ada-pytorchAn official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance.4,144
karpathy/neuraltalkA system for generating image descriptions using neural networks5,414