ThibaultGROUEIX / AtlasNet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

http://imagine.enpc.fr/~groueixt/atlasnet/

ThibaultGROUEIX/AtlasNet Issues

AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'
Updated 8 months ago4
Cannot Load autoencoder_25_squares & Poor Performance on Pre-trained Model
Updated 10 months ago1
Learning representations for pointcloud manifold
Updated a year ago
Question About Visulization
Closed a year ago2
Question about train and test strategy
Closed a year ago2
AtlasNet checkpoint not available
Closed a year ago5
V2.2 dataset links are invalid (not the ones from V1)
Closed a year ago2
Unable to find normalised mesh dataset in AtlasNetv2
Closed a year ago3
some data download questions
Closed a year ago8
the pretrained resenet model under shapenet
Closed a year ago2
is pretrained model available?
Closed a year ago6
RuntimeError when loading trained weights
Closed a year ago6
The dataset download problem
Closed a year ago9
test
Updated a year ago3
Compile Metro Distance (GPL3 Licence)
Closed a year ago1
Question about running
Closed a year ago2
Mesh Parametrization Checkerboard Visualization
Closed a year ago4
Weird results using pre-trained model
Closed 2 years ago1
Strangley poor results on pre-trained model
Updated 2 years ago6
pymesh library
Closed 2 years ago1
Question about data
Closed 2 years ago2
Is a must to have a GPU(cuda 10.1) for run inference using pre-trained ?
Closed 3 years ago1
the download links not works
Closed 3 years ago2
Downloading ground-truth point clouds
Closed 3 years ago3
Whether it will affect performance if I train the model within one class or across different classes?
Closed 3 years ago1
HtmlGenerator
Closed 3 years ago2
What changes have you made between v2.2 and v3.0?
Closed 3 years ago1
Change The Encoder
Closed 3 years ago4
poor performance
Closed 3 years ago1
Mapping 2d to 3d
Closed 3 years ago1
jacobian_regularization branch: Demo fails, many bugs.
Closed 3 years ago6
What's the meaning of conv1d with the same input and output size
Closed 3 years ago1
Is AtlasNet deploy able in clusters.
Closed 3 years ago3
(Meshlab Visualization Trick ) Parts of faces flipped in the generated obj by train.py --demo
Closed 3 years ago1
A bug on running code
Closed 3 years ago1
How to train a SVR(nb_primitives:1) from scratch?
Closed 3 years ago3
What's the best hyper parameter of this porject?
Closed 3 years ago7
what caused a sharp decrease(except for atlasnet_singleview_25_squares which is increased) of loss near about 120 epoch?
Closed 3 years ago3
Question about loss
Closed 3 years ago2
Changing image path
Closed 3 years ago1
poor performance in my own trained model
Closed 4 years ago5
trouble about downloading trainer_models
Closed 4 years ago1
Dataset Split used for AtlasNet
Closed 4 years ago2
Any specific reason to sample the point cloud with replacement?
Closed 4 years ago1
where does the HtmlGenerator module come from?
Closed 4 years ago2
training with a single gpu did not work initially
Closed 4 years ago1
To be honest, the latest code is very hard to understand
Closed 4 years ago10
train AtlasNet on own dataset
Closed 4 years ago1
Other trained models are not loading successfully
Closed 4 years ago1
There are no renderings for "bottle" class
Closed 4 years ago1