An organized, documented, and educational implementation of NeRF in PyTorch

Custom integration of Neural Radiance Fields (NeRF) and Visual Simultaneous Localization and Mapping (VSLAM) based in NerfStudio.

📷 Neural Radiance Field research for synthesizing novel views

Leaderboard for deep image colorization with examples from historic photos

Neural Radiance Fields - generating new perspectives of intricate scenes by refining a continuous volumetric scene representation through a limited selection of input views.

📷 NeRF using Spherical Harmornics with fast speed

Different embedding methods and gpu support for depth-supervised NeRF.

(ECCV 2024) CrossScore: Towards Multi-View Image Evaluation and Scoring

[ICRA 2024] Official repository of Reg-NF: Efficient Registration of Implicit Surfaces within Neural Fields

Official Implementation of BMVC 2024 paper titled "HDRSplat: Gaussian Splatting for High Dynamic Range 3D Scene Reconstruction from Raw Images"

🔥OSN in PyTorch (ICML 2024)

NeRF Implementation with Pytorch on NeRF Synthetic Dataset

Simple semi-automated installation for NVIDIA's instant-ngp NeRF on Windows 10 and 11.

Experiments of 2D NeRF (Neural Radiance Fields)

This repo provides some filters for NeRF data preparation for the EPIC Kitchens Dataset. We will be releasing the dataset soon.

Compress scientific 3D Data with neural networks based on latent feature grids.

nerf simple reproduction

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

A concise PyTorch re-implementation of NeRF paper

[CVPR 2024] DyBluRF: Dynamic Neural Radiance Fields from Blurry Monocular Video