linzhenyuyuchen

kddMIMIC

Pipeline of Data Extraction, Preprocessing, Representation, and Training for MIMIC-III

ifree

Radoimics Toolkit: Extract from Dicom, Process with Annotation and Select from Radiomic Features

semantic-segmentation

Semantic segmentation framework

dense_depth_priors_nerf

Dense Depth Priors for Neural Radiance Fields from Sparse Input Views

DirectVoxGO

Direct voxel grid optimization for fast radiance field reconstruction.

DSNeRF

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

instant-nsr-pl

Neural Surface reconstruction based on Instant-NGP. Efficient and customizable boilerplate for your research projects. Train NeuS in 10min!

kilonerf

Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

LargeScaleNeRFPytorch

1. Non-official implementation of Block-NeRF and Mega-NeRF in Pytorch. 2. Train your large-scale NeRF in the wild. 3. Weekly classified NeRF literature.

linzhenyuyuchen

manhattan_sdf

Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral

mega-nerf

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

monosdf

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

nerf

Code release for NeRF (Neural Radiance Fields)

nerf2mesh

Delicate Textured Mesh Recovery from NeRF via Adaptive Surface Refinement

NerfingMVS

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

neural-rgbd-surface-reconstruction

Official implementation of the CVPR 2022 Paper "Neural RGB-D Surface Reconstruction"

NeuralRecon

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

NeuRIS

NeuS2

Official code for NeuS2

panoptic-reconstruction

Official implementation of the NeurIPS 2021 paper "Panoptic 3D Scene Reconstruction from a Single RGB Image"

permuto_sdf

Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"

permutohedral_encoding

Blazingly fast encoding for neural networks based on permutohedral lattices

sdfstudio

A Unified Framework for Surface Reconstruction

simplerecon

[ECCV 2022] SimpleRecon: 3D Reconstruction Without 3D Convolutions

stable-diffusion

svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

torch-ngp

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

vdbfusion

C++/Python Sparse Volumetric TSDF Fusion