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: 14 days ago
3d-reconstructioncomputer-graphicscomputer-visioncudafunction-approximationmachine-learningnerfneural-networkreal-timereal-time-renderingrealtimesigned-distance-functions

Related projects:

Repository Description Stars
kwea123/nerf_pl An implementation of NeRF in PyTorch-Lightning for 3D reconstruction and view synthesis 2,732
bmild/nerf This project implements a neural representation of 3D scenes for rendering new views 9,957
nvlabs/tiny-cuda-nn A C++/CUDA framework for training and querying neural networks using GPUs 3,763
nvlabs/neuralangelo An implementation of high-fidelity neural surface reconstruction from video frames using deep learning 4,396
yenchenlin/nerf-pytorch An implementation of NeRF in PyTorch for synthesizing novel views of complex scenes 5,505
ashawkey/torch-ngp A PyTorch implementation of NeRF (Neural Radiance Fields) and related techniques for 3D rendering and reconstruction 2,110
nvidia/digits A web-based platform for training deep learning models on GPUs using Caffe, Torch, and other frameworks. 4,121
nvlabs/stylegan3 An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities 6,438
sony/nnabla A deep learning framework that provides a flexible and expressive Python API for building and training neural networks on various platforms. 2,728
ashawkey/stable-dreamfusion Generates 3D content from text using a combination of neural networks and image synthesis. 8,296
nvidiagameworks/kaolin A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools. 4,497
dmitryulyanov/deep-image-prior A project demonstrating image restoration using neural networks without learning 7,886
karpathy/neuraltalk2 Efficient image captioning model using a CNN followed by an RNN in deep learning on GPU 5,511
nvlabs/stylegan2-ada-pytorch An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. 4,126
karpathy/neuraltalk A system for generating image descriptions using neural networks 5,411