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Image2Mesh: A Learning Framework for Single Image 3D Reconstruction

Here you'll find the codes for the paper Image2Mesh: A Learning Framework for Single Image 3D Reconstruction.

Datasets Used

In this work we used the ShapeNetCore.v1 and PASCAL3D+_release1.1 datasets.

Getting Started

Running a demo for the aeroplane category:

1. Clone the repos:

git clone https://github.com/jhonykaesemodel/compact_3D_reconstruction.git
git clone https://github.com/jhonykaesemodel/image2mesh

2. Download the ShapeNetCore 3D model IDs used in this work and its manually annotated 3D anchors here
3. Follow the instructions in the get_started.m file and have fun :)

Note: The file \image2mesh\shapenet\ShapeNetCore_IDs_8_classes.txt contains all the 3D model IDs for the 8 classes used in this work.

Reference

If you find this code useful in your research, please cite the paper:

@article{pontes2017image2mesh,
  title={Image2Mesh: A Learning Framework for Single Image 3D Reconstruction},
  author={Jhony K. Pontes and Chen Kong and Sridha Sridharan and Simon Lucey and Anders Eriksson and Clinton Fookes},
  journal={arXiv:1711.10669},
  year={2017}
}