init commit

.gitignore

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+# dataset
+data
+
+# PyCharm
+.idea
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+vis/
+apex/
+cocoapi/
+demo/
+vis_xtion/
+MASK_R_*/
+old/
+checkpoints/
+VOCdevkit/
+*.py[cod]
+*$py.class
+pano_pred/
+pano_pred.json
+# C extensions
+*.so
+*.log
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+pip-wheel-metadata/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don’t work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/

LICENSE

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+MIT License
+
+Copyright (c) 2019 Structured3D Group
+
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

README.md

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+# Structured3D
+
+![Structured3D](assets/teaser.png)
+
+Structured3D is a large-scale photo-realistic dataset containing 3.5K house designs **(a)** created by professional designers with a variety of ground truth 3D structure annotations **(b)** and generate photo-realistic 2D images **(c)**.
+
+## Paper
+
+[**Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling**]()
+
+[Jia Zheng](https://bertjiazheng.github.io/)\*, 
+Junfei Zhang\*,
+[Jing Li](https://cn.linkedin.com/in/jing-li-253b26139)\*, 
+Rui Tang,
+[Shenghua Gao](http://sist.shanghaitech.edu.cn/sist_en/2018/0820/c3846a31775/page.htm), 
+[Zihan Zhou](https://faculty.ist.psu.edu/zzhou)
+
+(\* Equal contribution)
+
+## Data
+
+The dataset consists of rendering images and corresponding ground truth annotations (*e.g.*, semantic, albedo, depth, surface normal, layout) under different lighting and furniture configurations. Please refer to [data organization](data_organization.md) for more details.
+
+To download the dataset, please fill the [agreement form](https://forms.gle/LXg4bcjC2aEjrL9o8) that indicate you agree to the [Structured3D Terms of Use](https://drive.google.com/open?id=13ZwWpU_557ZQccwOUJ8H5lvXD7MeZFMa). After we receive your agreement form, we will provide download access to the dataset. 
+
+## Tools
+
+We provide the basic code for viewing the structure annotations of our dataset.
+
+### Installation
+
+Clone repository:
+```bash
+git clone [email protected]:bertjiazheng/Structured3D.git
+```
+
+Please use Python 3, then follow [installation](https://pymesh.readthedocs.io/en/latest/installation.html) to install [PyMesh](https://github.com/PyMesh/PyMesh) (only for plane visualization) and the other dependencies:
+```bash
+conda install -y open3d -c open3d-admin
+conda install -y descartes shapely matplotlib
+```
+
+### Visualize 3D Annotation
+
+We use [open3D](https://github.com/intel-isl/Open3D) for wireframe and plane visualization, please refer to interaction control [here](http://www.open3d.org/docs/tutorial/Basic/visualization.html#function-draw-geometries). 
+```bash
+python visualize_3d.py --path /path/to/dataset --name scene_id --type wireframe/plane/floorplan
+```
+
+Wireframe                          | Plane                      | Floorplan
+---------------------------------- | -------------------------- | ----------------------------------
+![Wireframe](assets/wireframe.png) | ![plane](assets/plane.png) | ![floorplan](assets/floorplan.png) 
+
+### Visualize 2D Layout
+
+```bash
+python visualize_layout.py --path /path/to/dataset --name scene_id --type empty/simple/full
+```
+
+## Citation
+Please cite our paper for any purpose of usage.
+```
+@article{Structured3D,
+  title   = {Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling},
+  author  = {Jia Zheng and Junfei Zhang and Jing Li and Rui Tang and Shenghua Gao and Zihan Zhou},
+  journal = {CoRR},
+  year    = {2019}
+}
+```
+
+## License
+
+The data is released under the [Structured3D Terms of Use](https://drive.google.com/open?id=13ZwWpU_557ZQccwOUJ8H5lvXD7MeZFMa), and the code is released under the [MIT license](LICENSE).
+
+## Acknowledgements
+
+We would like to thank <a href="http://kujiale.com">Kujiale.com</a> for providing the database of house designs and the rendering engine.

assets/labelids.txt

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+1	wall
+2	floor
+3	cabinet
+4	bed
+5	chair
+6	sofa
+7	table
+8	door
+9	window
+10	bookshelf
+11	picture
+12	counter
+13	blinds
+14	desk
+15	shelves
+16	curtain
+17	dresser
+18	pillow
+19	mirror
+20	floor mat
+21	clothes
+22	ceiling
+23	books
+24	refrigerator
+25	television
+26	paper
+27	towel
+28	shower curtain
+29	box
+30	whiteboard
+31	person
+32	nightstand
+33	toilet
+34	sink
+35	lamp
+36	bathtub
+37	bag
+38	otherstructure
+39	otherfurniture
+40	otherprop

assets/room_types.txt

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+living room
+kitchen
+bedroom
+bathroom
+balcony
+corridor
+dining room
+study
+studio
+store room
+garden
+laundry room
+office
+basement
+garage
+undefined