Hugging Face's logo

Datasets:
EnriqueSolarte
/
mvl_datasets

Languages:
English
ArXiv:
License:
Dataset card Data Studio Files Community

You need to agree to share your contact information to access this dataset

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

This dataset was built using Habitat-Sim, HM3D Dataset, MP3D Dataset, and ZinD Dataset. Therefore by accepting the terms and condition of this repository you are also accepting the terms and conditions of these projects.

Log in or Sign Up to review the conditions and access this dataset content.

MVL-Dataset (ECCV 2024)

img

Introduction

This dataset is part our of research project Self-training Room Layout Estimation via Geometry-aware Ray-casting - [ECCV 2024]

img

IMPORTANT

This dataset was built using Habitat-Sim, HM3D Dataset, MP3D Dataset, and ZinD Dataset. Therefore by accepting the terms and condition of this repository you are also accepting the terms and conditions of these projects.

Download the dataset

Useful information about downloading datasets from huggingface can be found here

DATASET_NAME='the dataset name you to want to download.'
LOCAL_DIR='the local directory where you want to download the dataset.'
huggingface-cli download EnriqueSolarte/mvl_datasets ${DATASET_NAME} --repo-type dataset --local-dir ${LOCAL_DIR}

Citation

For the hm3d-mvl dataset please cite the following paper:

@article{solarte2024_ray_casting_mlc,
    title   ={Self-training Room Layout Estimation via Geometry-aware Ray-casting}, 
    author  ={Bolivar Solarte and Chin-Hsuan Wu and Jin-Cheng Jhang and Jonathan Lee and Yi-Hsuan Tsai and Min Sun},
    year    ={2024},
    url     ={https://arxiv.org/abs/2407.15041}, 
}

For the mp3d-fpe-mvl dataset please cite the following paper:

@article{Solarte2022_360_MLC,
    title   ={360-mlc: Multi-view layout consistency for self-training and hyper-parameter tuning},
    author  ={Solarte, Bolivar and Wu, Chin-Hsuan and Liu, Yueh-Cheng and Tsai, Yi-Hsuan and Sun, Min},
    journal ={Advances in Neural Information Processing Systems (NeurIPS)},
    volume  ={35},
    pages   ={6133--6146},
    year    ={2022}
}

For the zind-mvl dataset please cite the following paper:

@inproceedings{ZInD,
  title     = {Zillow Indoor Dataset: Annotated Floor Plans With 360º Panoramas and 3D Room Layouts},
  author    = {Cruz, Steve and Hutchcroft, Will and Li, Yuguang and Khosravan, Naji and Boyadzhiev, Ivaylo and Kang, Sing Bing},
  booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  month     = {June},
  year      = {2021},
  pages     = {2133--2143}
}
Downloads last month
21