FEZrs
FEZrs is a Python library developed by FEZtool for geospatial multispectral image processing and spectral analysis in remote sensing. It provides tools for image processing, feature extraction, spectral analysis, and analysis of geospatial raster data.
Features
✅ Apply various image filtering techniques (Gaussian, Laplacian, Sobel, Median, Mean)
✅ Contrast enhancement and edge detection
✅ Support for geospatial raster data (TIFF)
✅ Spectral analysis and calculation of remote sensing indices
✅ Tools for image classification, clustering, and feature extraction
✅ Designed for multispectral remote sensing and satellite imagery analysis
✅ Easy integration with Python-based web applications such as FastAPI
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.execute(output_path="./your/export/path")
equalize.histogram_export(output_path="./your/export/path")
Modules
KMeansCalculatorGaussianCalculatorLaplacianCalculatorMeanCalculatorMedianCalculatorSobelCalculatorGLCMCalculatorHSVCalculatorIRHSVCalculatorAdaptiveCalculatorAdaptiveRGBCalculatorEqualizeCalculatorEqualizeRGBCalculatorFloatCalculatorGammaCalculatorGammaRGBCalculatorLogAdjustCalculatorOriginalCalculatorOriginalRGBCalculatorSigmoidAdjustCalculatorPCACalculatorAFRICalculatorBICalculatorNDVICalculatorNDWICalculatorSAVICalculatorUICalculatorSpectralProfileCalculatorMosaicCalculatorSVMCalculatorLandsat8CalculatorGeoeyeCalculatorBurnCalculatorIndicesCalculatorMagDirCalculatorSubDivCalculatorTimeCalculator
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.
Metadata
Release files for fezrs 1.4.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fezrs-1.4.1.tar.gz | 64.6 MB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| fezrs-1.4.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 64.8 MB
Release files / fezrs-1.4.1.tar.gz
| Download URL | fezrs-1.4.1.tar.gz |
|---|---|
| Size | 64.6 MB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.12.14
|
Release files / fezrs-1.4.1-py3-none-any.whl
| Download URL | fezrs-1.4.1-py3-none-any.whl |
|---|---|
| Size | 197.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.12.14
|
