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MLStructFP_benchmarks/__init__.py

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__version__ = '1.0.3'
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# URL
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__url__ = 'https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks'
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__url_bug_tracker__ = 'https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/issues'
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__url_documentation__ = 'https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks'
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__url_source_code__ = 'https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks'
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__url__ = 'https://github.com/MLSTRUCT/MLStructFP_benchmarks'
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__url_bug_tracker__ = 'https://github.com/MLSTRUCT/MLStructFP_benchmarks/issues'
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__url_documentation__ = 'https://github.com/MLSTRUCT/MLStructFP_benchmarks'
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__url_source_code__ = 'https://github.com/MLSTRUCT/MLStructFP_benchmarks'

README.rst

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======================
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MLSTRUCT-FP_benchmarks
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MLStructFP_benchmarks
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======================
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.. image:: https://img.shields.io/github/actions/workflow/status/MLSTRUCT/MLSTRUCT-FP_benchmarks/ci.yml?branch=master
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:target: https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/actions/workflows/ci.yml
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.. image:: https://img.shields.io/github/actions/workflow/status/MLSTRUCT/MLStructFP_benchmarks/ci.yml?branch=master
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:target: https://github.com/MLSTRUCT/MLStructFP_benchmarks/actions/workflows/ci.yml
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:alt: Build status
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.. image:: https://img.shields.io/github/issues/MLSTRUCT/MLSTRUCT-FP_benchmarks
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:target: https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/issues
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.. image:: https://img.shields.io/github/issues/MLSTRUCT/MLStructFP_benchmarks
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:target: https://github.com/MLSTRUCT/MLStructFP_benchmarks/issues
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:alt: Open issues
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.. image:: https://img.shields.io/badge/license-MIT-blue.svg
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:target: https://opensource.org/licenses/MIT
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:alt: License MIT
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Benchmarks of `MLSTRUCT-FP <https://github.com/MLSTRUCT/MLSTRUCT-FP>`_ dataset.
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Benchmarks of `MLStructFP <https://github.com/MLSTRUCT/MLStructFP>`_ dataset.
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2020

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Description
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-----------
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This repo contains the segmentation and vectorization models for processing our
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`MLSTRUCT-FP dataset <https://github.com/MLSTRUCT/MLSTRUCT-FP>`_. See the following
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`MLStructFP dataset <https://github.com/MLSTRUCT/MLStructFP>`_. See the following
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jupyter notebook files for more information and a quick start (in order):
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- `create_data <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/create_data.ipynb>`_: Creates a dataset, assembles crops, and export data session
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- `fp_unet <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/fp_unet.ipynb>`_: Creates U-Net model for wall segmentation
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- `vectorization <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/vectorization.ipynb>`_: Vectorizes a model using Egiazarian et al. method
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- `create_data <https://github.com/MLSTRUCT/MLStructFP_benchmarks/blob/master/create_data.ipynb>`_: Creates a dataset, assembles crops, and export data session
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- `fp_unet <https://github.com/MLSTRUCT/MLStructFP_benchmarks/blob/master/fp_unet.ipynb>`_: Creates U-Net model for wall segmentation
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- `vectorization <https://github.com/MLSTRUCT/MLStructFP_benchmarks/blob/master/vectorization.ipynb>`_: Vectorizes a model using Egiazarian et al. method
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The weights for the best model (no_rot_256_50) can be downloaded at
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`this link <https://drive.google.com/file/d/15ufkjoWOFyT0Cm-MEc9zQJCDJIooOgh7/view?usp=sharing>`_. For the vectorization model, follow the following links
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.. code-block:: bash
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# Clone this repo
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git clone https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks.git
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cd MLSTRUCT-FP_benchmarks
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git clone https://github.com/MLSTRUCT/MLStructFP_benchmarks.git
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cd MLStructFP_benchmarks
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# Create conda environment & install dependencies
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conda create -n mlstructfp python=3.8

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