nerf_pl
NeRF library
An implementation of NeRF in PyTorch-Lightning for 3D reconstruction and view synthesis
NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning
3k stars
51 watching
480 forks
Language: Jupyter Notebook
last commit: over 1 year ago
Linked from 1 awesome list
3d-reconstructioncolabmeshmixed-realitynerfnerf-in-the-wildnerf-wneural-radiance-fieldspytorchpytorch-lightningray-tracingunity3dview-synthesisvolume-rendering
awesome-nerf/awesome-nerfRelated projects:
| Repository | Description | Stars |
|---|---|---|
 yenchenlin/nerf-pytorch | An implementation of NeRF in PyTorch for synthesizing novel views of complex scenes | 5,505 |
 bmild/nerf | This project implements a neural representation of 3D scenes for rendering new views | 9,957 |
 nvlabs/instant-ngp | A software toolkit for training and rendering neural graphics primitives | 16,033 |
 ashawkey/torch-ngp | A PyTorch implementation of NeRF (Neural Radiance Fields) and related techniques for 3D rendering and reconstruction | 2,112 |
 nerfstudio-project/nerfstudio | A software library for creating and training NeRF models using a simplified API and modular components | 9,562 |
 nvidia/apex | Tools for streamlined mixed precision and distributed training in PyTorch | 8,417 |
 dogyoonlee/dp-nerf | Deblurring technique using neural radiance fields with physical scene priors | 82 |
 nvidiagameworks/kaolin | A PyTorch library for accelerating 3D deep learning research with various GPU-optimized operations and tools. | 4,497 |
 cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,968 |
 pytorch/ignite | A high-level library to help with training and evaluating neural networks in PyTorch | 4,531 |
 wu-cvgl/bad-nerf | A system that jointly learns 3D representation and camera motion from blurry images to generate sharp images | 189 |
 lightning-ai/pytorch-lightning | A framework for building and training AI models on multiple GPUs or TPUs with minimal code changes. | 28,402 |
| ashawkey/stable-dreamfusion | Generates 3D content from text using a combination of neural networks and image synthesis. | 8,312 |
| pytorch/pytorch | A Python library providing tensors and dynamic neural networks with strong GPU acceleration | 84,371 |
 sxyu/pixel-nerf | Software for generating 3D scenes from limited images using neural networks | 1,401 |