Metadata-Version: 2.2
Name: roofAI
Version: 5.88.1
Summary: 🏛️ everything AI about roofs.
Home-page: https://github.com/kamangir/roofAI
Author: Arash Abadpour (Kamangir)
Author-email: arash@kamangir.net
License: Public Domain
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Unix Shell
Classifier: License :: Public Domain
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy<2.0.0
Requires-Dist: blueness
Requires-Dist: abcli
Requires-Dist: albumentations[imgaug]==1.3.0
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Requires-Dist: geojson
Requires-Dist: geopandas
Requires-Dist: kaggle
Requires-Dist: matplotlib
Requires-Dist: opencv-python
Requires-Dist: pretrainedmodels
Requires-Dist: pyyaml
Requires-Dist: pylint
Requires-Dist: pytest
Requires-Dist: python-dotenv[cli]
Requires-Dist: segmentation_models_pytorch
Requires-Dist: scipy
Requires-Dist: segmentation-models-pytorch
Requires-Dist: shapely
Requires-Dist: timm
Requires-Dist: torch
Requires-Dist: tqdm
Dynamic: author
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Dynamic: classifier
Dynamic: description
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# 🏛️ roofAI

everything AI about roofs. 🏛️

```bash
pip install roofAI
```

```mermaid
graph LR
    dataset_ingest["roofAI<br>dataset<br>ingest<br>source=AIRS|CamVid<br>&lt;dataset-object-name&gt;"]

    dataset_review["roofAI<br>dataset<br>review -<br>&lt;dataset-object-name&gt;"]

    semseg_train["semseg<br>train -<br>&lt;dataset-object-name&gt;<br>&lt;model-object-name&gt;"]

    semseg_predict["semseg<br>predict -<br>&lt;model-object-name&gt;<br>&lt;dataset-object-name&gt;<br>&lt;prediction-object-name&gt;"]

    AIRS["AIRS"]:::folder
    CamVid["CamVid"]:::folder
    dataset_object_name["dataset object"]:::folder
    model_object_name["model object"]:::folder
    prediction_object_name["prediction object"]:::folder

    AIRS --> dataset_ingest
    CamVid --> dataset_ingest
    dataset_ingest --> dataset_object_name

    AIRS --> dataset_review
    dataset_object_name --> dataset_review

    dataset_object_name --> semseg_train
    semseg_train --> model_object_name

    model_object_name --> semseg_predict
    dataset_object_name --> semseg_predict
    semseg_predict --> prediction_object_name

    classDef folder fill:#999,stroke:#333,stroke-width:2px;
```

|   |   |
| --- | --- |
| 🏛️[`datasets`](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) [![image](https://github.com/kamangir/assets/blob/main/roofAI/AIRS-cache-v45--review-index-2.png?raw=true)](https://github.com/kamangir/roofAI/blob/main/roofAI/dataset) Semantic Segmentation Datasets | 🏛️[`semseg`](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) [![image](https://github.com/kamangir/roofAI/raw/main/assets/predict-00247.png)](https://github.com/kamangir/roofAI/blob/main/roofAI/semseg) A Semantic Segmenter based on [segmentation_models.pytorch](<https://github.com/qubvel/segmentation_models.pytorch/blob/master/examples/cars%20segmentation%20(camvid).ipynb>). |

---


[![pylint](https://github.com/kamangir/roofAI/actions/workflows/pylint.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/pylint.yml) [![pytest](https://github.com/kamangir/roofAI/actions/workflows/pytest.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/pytest.yml) [![bashtest](https://github.com/kamangir/roofAI/actions/workflows/bashtest.yml/badge.svg)](https://github.com/kamangir/roofAI/actions/workflows/bashtest.yml) [![PyPI version](https://img.shields.io/pypi/v/roofAI.svg)](https://pypi.org/project/roofAI/) [![PyPI - Downloads](https://img.shields.io/pypi/dd/roofAI)](https://pypistats.org/packages/roofAI)

built by 🌀 [`blue_options-4.189.1`](https://github.com/kamangir/awesome-bash-cli), based on 🏛️ [`roofAI-5.88.1`](https://github.com/kamangir/roofAI).
