instant-ngp
Neural Graphics Toolkit
A software toolkit for training and rendering neural graphics primitives
Instant neural graphics primitives: lightning fast NeRF and more
16k stars
204 watching
2k forks
Language: Cuda
last commit: about 1 month 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 | 2,748 |
 bmild/nerf | This project implements a neural representation of 3D scenes for rendering new views | 10,030 |
| nvlabs/tiny-cuda-nn | A C++/CUDA framework for training and querying neural networks using GPUs | 3,791 |
| nvlabs/neuralangelo | An implementation of high-fidelity neural surface reconstruction from video frames using deep learning | 4,418 |
 yenchenlin/nerf-pytorch | An implementation of NeRF in PyTorch for synthesizing novel views of complex scenes | 5,557 |
 ashawkey/torch-ngp | A PyTorch implementation of NeRF (Neural Radiance Fields) and related techniques for 3D rendering and reconstruction | 2,121 |
 nvidia/digits | A web-based platform for training deep learning models on GPU accelerators. | 4,126 |
| nvlabs/stylegan3 | An implementation of a generative adversarial network architecture designed to improve image synthesis and video generation capabilities | 6,478 |
 sony/nnabla | A deep learning framework that provides a flexible and expressive Python API for building and training neural networks on various platforms. | 2,729 |
| ashawkey/stable-dreamfusion | Generates 3D content from text using a combination of neural networks and image synthesis. | 8,351 |
 nvidiagameworks/kaolin | A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools. | 4,550 |
 dmitryulyanov/deep-image-prior | A project demonstrating image restoration using neural networks without learning | 7,920 |
 karpathy/neuraltalk2 | Efficient image captioning model using a CNN followed by an RNN in deep learning on GPU | 5,515 |
| nvlabs/stylegan2-ada-pytorch | An official PyTorch implementation of the StyleGAN2-ADA algorithm for generating images with a focus on stability and performance. | 4,144 |
| karpathy/neuraltalk | A system for generating image descriptions using neural networks | 5,414 |