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ppizarror authored Aug 19, 2024
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Expand Up @@ -23,13 +23,14 @@ Description

This repo contains the segmentation and vectorization models for processing our
`MLSTRUCT-FP dataset <https://github.com/MLSTRUCT/MLSTRUCT-FP>`_. See the following
jupyter notebook files (in order) for more information and a quick start:
jupyter notebook files for more information and a quick start (in order):

- `create_data <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/create_data.ipynb>`_: Creates a dataset, assembles crops, and export data session
- `fp_unet <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/fp_unet.ipynb>`_: Creates U-Net model for wall segmentation
- `vectorization <https://github.com/MLSTRUCT/MLSTRUCT-FP_benchmarks/blob/master/vectorization.ipynb>`_: Vectorizes a model using Egiazarian et al. method

The weights for the best model (no_rot_256_50) can be downloaded at `this link <https://drive.google.com/file/d/15ufkjoWOFyT0Cm-MEc9zQJCDJIooOgh7/view?usp=sharing>`_.
The weights for the best model (no_rot_256_50) can be downloaded at
`this link <https://drive.google.com/file/d/15ufkjoWOFyT0Cm-MEc9zQJCDJIooOgh7/view?usp=sharing>`_.


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