FEZrs
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
Documentation
Full documentation, API references, tutorials, and examples are available here: https://feztool-team.github.io/FEZdocs/libraries/fezrs/
📦 Installation
You can install FEZrs using your preferred Python package manager:
Using pip (PyPI)
pip install fezrs
Using conda (Anaconda)
conda install -c FEZtool fezrs
Using mamba (optional, faster conda alternative)
mamba install FEZtool::fezrs
Note: The
mambacommand requires Mamba to be installed. If it's not installed, use thecondacommand instead.
Usage
Example of applying a Gaussian filter to an image:
from fezrs import EqualizeRGBCalculator
equalize = EqualizeRGBCalculator(
blue_path="path/to/your/image_band.tif",
green_path="path/to/your/image_band.tif",
red_path="path/to/your/image_band.tif",
)
equalize.chart_export(output_path="./your/export/path")
equalize.execute(output_path="./your/export/path")
Modules
KMeansCalculatorGaussianCalculatorLaplacianCalculatorMeanCalculatorMedianCalculatorSobelCalculatorGLCMCalculatorHSVCalculatorIRHSVCalculatorAdaptiveCalculatorAdaptiveRGBCalculatorEqualizeCalculatorEqualizeRGBCalculatorFloatCalculatorGammaCalculatorGammaRGBCalculatorLogAdjustCalculatorOriginalCalculatorOriginalRGBCalculatorSigmoidAdjustCalculatorPCACalculatorAFRICalculatorBICalculatorNDVICalculatorNDWICalculatorSAVICalculatorUICalculatorSpectralProfileCalculator
Contributing
We welcome contributions! To contribute:
- Fork the repository
- Create a new branch (
git checkout -b feature-name) - Commit your changes (
git commit -m "Add new feature") - Push to your branch (
git push origin feature-name) - 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.
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