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fezrs

FEZrs is an advanced Python library developed by FEZtool for remote sensing applications.

https://github.com/feztool-team/fezrs

Science Score: 67.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 2 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (13.0%) to scientific vocabulary

Keywords

artificial-intelligence earth-science geology machine-learning remote-sensing
Last synced: 6 months ago · JSON representation ·

Repository

FEZrs is an advanced Python library developed by FEZtool for remote sensing applications.

Basic Info
  • Host: GitHub
  • Owner: FEZtool-team
  • License: apache-2.0
  • Language: Python
  • Default Branch: main
  • Homepage: https://feztool.com/
  • Size: 385 KB
Statistics
  • Stars: 19
  • Watchers: 2
  • Forks: 8
  • Open Issues: 2
  • Releases: 4
Topics
artificial-intelligence earth-science geology machine-learning remote-sensing
Created over 2 years ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md

FEZrs

DOI Downloads PyPI Conda Version License PyPI Downloads GitHub last commit Platform GitHub stars

FEZrs is an advanced Python library developed by FEZtool for remote sensing applications. It provides a set of powerful tools for image processing, feature extraction, and analysis of geospatial data.

Features

✅ Apply various image filtering techniques (Gaussian, Laplacian, Sobel, Median, Mean)
✅ Contrast enhancement and edge detection
✅ Support for geospatial raster data (TIFF)
✅ Designed for remote sensing and satellite imagery analysis
✅ Easy integration with FastAPI for web-based processing

📦 Installation

You can install FEZrs using your preferred Python package manager:

Using pip (PyPI)

bash pip install fezrs

Using conda (Anaconda)

bash conda install -c FEZtool fezrs

Using mamba (optional, faster conda alternative)

bash mamba install FEZtool::fezrs

Note: The mamba command requires Mamba to be installed. If it's not installed, use the conda command instead.

Usage

Example of applying a Gaussian filter to an image:

```python from fezrs import EqualizeRGBCalculator

equalize = EqualizeRGBCalculator( bluepath="path/to/your/imageband.tif", greenpath="path/to/your/imageband.tif", redpath="path/to/your/imageband.tif", )

equalize.chartexport(outputpath="./your/export/path") equalize.execute(output_path="./your/export/path") ```

Modules

  • KMeansCalculator
  • GuassianCalculator
  • LaplacianCalculator
  • MeanCalculator
  • MedianCalculator
  • SobelCalculator
  • GLCMCalculator
  • HSVCalculator
  • IRHSVCalculator
  • AdaptiveCalculator
  • AdaptiveRGBCalculator
  • EqualizeCalculator
  • EqualizeRGBCalculator
  • FloatCalculator
  • GammaCalculator
  • GammaRGBCalculator
  • LogAdjustCalculator
  • OriginalCalculator
  • OriginalRGBCalculator
  • SigmoidAdjustCalculator
  • PCACalculator
  • AFVICalculator
  • BICalculator
  • NDVICalculator
  • NDWICalculator
  • SAVICalculator
  • UICalculator
  • SpectralProfileCalculator

Contributing

We welcome contributions! To contribute:

  1. Fork the repository
  2. Create a new branch (git checkout -b feature-name)
  3. Commit your changes (git commit -m "Add new feature")
  4. Push to your branch (git push origin feature-name)
  5. Open a Pull Request

Acknowledgment

Special thanks to Chakad Cafe for the coffee that kept us fueled during development! ☕

License

This project is licensed under the Apache-2.0 license.

Owner

  • Name: FEZtool
  • Login: FEZtool-team
  • Kind: organization
  • Email: info@FEZtool.com

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this library, please cite it as below."
authors:
  - family-names: Farmahinifarahani
    given-names: Mahdi
  - family-names: Mirzaee
    given-names: Hooman
  - family-names: Nedaee
    given-names: Mahdi
  - family-names: Kiani Fayz Abadi
    given-names: Mohammad Hossein
  - family-names: Kiani Fayz Abadi
    given-names: Yoones
  - family-names: Karimzadehasl
    given-names: Erfan
  - family-names: Elmi
    given-names: Parsa

title: "FEZrs: Version 0.2.12"
version: "0.2.12"
date-released: "2025-03-01"

GitHub Events

Total
  • Create event: 111
  • Issues event: 8
  • Release event: 4
  • Watch event: 18
  • Issue comment event: 4
  • Push event: 335
  • Pull request event: 19
  • Fork event: 8
Last Year
  • Create event: 111
  • Issues event: 8
  • Release event: 4
  • Watch event: 18
  • Issue comment event: 4
  • Push event: 335
  • Pull request event: 19
  • Fork event: 8

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 5
  • Total pull requests: 10
  • Average time to close issues: 29 days
  • Average time to close pull requests: 1 minute
  • Total issue authors: 2
  • Total pull request authors: 7
  • Average comments per issue: 0.6
  • Average comments per pull request: 0.0
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 5
  • Pull requests: 10
  • Average time to close issues: 29 days
  • Average time to close pull requests: 1 minute
  • Issue authors: 2
  • Pull request authors: 7
  • Average comments per issue: 0.6
  • Average comments per pull request: 0.0
  • Merged pull requests: 9
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • mhdned (4)
  • aradfarahani (1)
Pull Request Authors
  • mhdned (4)
  • elmielmo (1)
  • yooneskiani (1)
  • arasbadrooj (1)
  • mahlazafar (1)
  • Fatemehnajafi97 (1)
  • NimaRaeisi (1)
Top Labels
Issue Labels
bug (3) invalid (2) enhancement (2) help wanted (1) documentation (1)
Pull Request Labels
documentation (1) enhancement (1)

Packages

  • Total packages: 1
  • Total downloads:
    • pypi 1,085 last-month
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 137
  • Total maintainers: 1
pypi.org: fezrs

Feature Extraction and Zoning for Remote Sensing (FEZrs)

  • Versions: 137
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 1,085 Last month
Rankings
Dependent packages count: 9.6%
Average: 31.7%
Dependent repos count: 53.9%
Maintainers (1)
aradfarahani
Last synced: 6 months ago

Dependencies

requirements.txt pypi
  • matplotlib *
  • numpy *
.github/workflows/FEZrs_PyPI_Publish.yml actions
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
pyproject.toml pypi
setup.py pypi
  • fastapi *
  • matplotlib *
  • numpy *
  • opencv-python *
  • scikit-image *
  • scikit-learn *