volumetric-data 开源项目推荐（56 个）

wolny /pytorch-3dunet

用pytorch编写的用于体积语义分割的3D U-Net模型

andyzeng /tsdf-fusion-python

Python code to fuse multiple RGB-D images into a TSDF voxel volume.

andyzeng /tsdf-fusion

Fuse multiple depth frames into a TSDF voxel volume.

seung-lab /kimimaro

使用 TEASAR 对密集标注的 3D 图像分割结果进行骨架化。（中轴变换）

cvlab-epfl /voxel2mesh

Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data

seung-lab /cloud-volume

Read and write Neuroglancer datasets programmatically.

kuixu /3d-deep-learning

3D Deep Learning works

mahmoodlab /TriPath

Analysis of 3D pathology samples using weakly supervised AI - Cell

zyl200846 /3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

seung-lab /zmesh

Marching Cubes & Mesh Simplification on multi-label 3D images.

seung-lab /igneous

Scalable Neuroglancer compatible Downsampling, Meshing, Skeletonizing, Contrast Normalization, Transfers and more.

wangyida /forknet

ForkNet: Adversarial Semantic Scene Completion from a Single Depth Image - ICCV 2019

hasibzunair /uniformizing-3D

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.

seung-lab /chunkflow

Compose chunk operators to create a pipeline for local or distributed petabyte-scale computation

raidionics /AeroPath

🤗 AeroPath: An airway segmentation benchmark dataset with challenging pathology

rshkarin /quanfima

Quanfima (Quantitative Analysis of Fibrous Materials)

cellcanvas /surforama

a tool for using surfaces to explore volumetric data in napari

ctom2 /lucyd-deconvolution

[MICCAI 2023] This is the official code for the paper "A Feature-Driven Richardson-Lucy Deconvolution Network"

je-santos /syntheticFractures

Matlab codes to create synthetic fractures for multiphase simulation

DavinderMaverick /VolumeRaycasting

Volume Data Rendering using GPU Raycasting/Raymarching