IsaacGuan / 3D-VAE
A variational autoencoder for volumetric shape generation
☆37Updated 4 years ago
Related projects: ⓘ
- Responsible implementation of 3D-GAN NIPS 2016 paper:Learning a Probabilistic Latent Space of ObjectShapes via 3D Generative-Adversarial …☆151Updated 2 years ago
- Multiview extension of the 3D-VAE-GAN architecture introduced in the paper "Learning a Probabilistic Latent Space of Object Shapes via 3D…☆26Updated 4 years ago
- A simple and unofficial 3D-GAN implementation using PyTorch [NeurIPS 2016]☆85Updated 2 months ago
- ☆22Updated last year
- Code to implement "Efficient Pix2Vox++ for 3D Cardiac Reconstruction from 2D echo views"☆18Updated last year
- A deep-learning approach for direct whole-heart mesh reconstruction☆81Updated last year
- ☆35Updated 4 months ago
- Improved Pytorch version of Tensorflow Pixel2Mesh that converts 2D RGB Images in 3D Meshes, with ResNet and Stereo Input☆32Updated last year
- Voxel2Mesh: 3D Mesh Model Generation from Volumetric Data☆153Updated last year
- ☆25Updated 2 years ago
- 3D StyleGAN2 for Medical Images☆63Updated 2 years ago
- Implementation of "Mesh2ssm: From surface meshes to statistical shape models of anatomy".☆12Updated 3 months ago
- Implementation of MICCAI'23: S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences☆15Updated 8 months ago
- A Convolutional Variational Autoencoder (CVAE) for 3D CFD data reconstruction and generation.☆31Updated 2 years ago
- IntrA: 3D Intracranial Aneurysm Dataset for Deep Learning☆142Updated 2 years ago
- ☆24Updated 2 years ago
- A 3D auto-encoder project based on ShapeNet dataset☆18Updated 4 years ago
- 3D VQ-VAE-2 for high-resolution CT scan synthesis☆41Updated 2 years ago
- This repository contains the code for the ICCV'2023 paper "4D Myocardium Reconstruction with Decoupled Motion and Shape Model".☆16Updated last month
- Geometric morphometrics in non-Euclidean shape spaces.☆36Updated 3 months ago
- A Diffusion Model Predicts 3D Shapes from 2D Microscopy Images☆31Updated last year
- An Pytorch Implementation of Variational AutoEncoder for 3D MRI Brain Image☆28Updated 3 years ago
- pytorch structural similarity (SSIM) loss for 3D images☆58Updated 5 years ago
- 3DGAN-Pytorch☆148Updated 7 years ago
- Single-Image Tomography: 3D Volumes from 2D Cranial X-Rays [EG 2018]☆13Updated 5 years ago
- Final project for Data-Visualization(DATA130012) in Fudan University.☆39Updated 5 years ago
- Automating Model Generation For Image-Based Cardiac Flow Simulation☆12Updated this week
- Official implantation of: OReX Object Reconstruction from Planar Cross-sections Using Neural Fields☆16Updated last year
- ☆65Updated 6 months ago
- A Python library for biomedical statistical shape and appearance modelling.☆27Updated 3 months ago