PyFieldImager
A Python package for field image analysis
This is a tool for analyzing orthomosaic images. You can extract useful information for agricultural analysis from images.
Features
- This package manages field images (such as orthophoto, Digital Surface Model (DSM) and Digital Terrain Model (DTM)) as field image object.
- This package can identify vegetation and soil extent using vegetation indices (e.g. NDVI, VARI, SCI).
- It can also calculate the height distribution (known as Canopy Height Model (CHM)) and projected/surface area of vegetation areas, save to CSV, and can create DTMs by missing value completion.
For Example
- Select field area.
- Calculate vegetation index.
- Split field by grid.
- Create DTM from Soil DSM, and CHM(=DSM-DTM).
- Plant Canopy Height
How to install
from PyPI
pip install pyfieldimager
or, from GitHub
git clone https://github.com/nudoi/pyfieldimager.git
cd pyfieldimager
pip install -r requirements.txt
pip install .
Note: GDAL is required. See here for installation.
License
view LICENSE.
1 maintainer
Metadata
1 maintainer
Release files for pyfieldimager 0.9.3.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
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| pyfieldimager-0.9.3.2.tar.gz | 33.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pyfieldimager-0.9.3.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 63.0 kB
Release files / pyfieldimager-0.9.3.2.tar.gz
| Download URL | pyfieldimager-0.9.3.2.tar.gz |
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| Size | 33.2 kB |
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Release files / pyfieldimager-0.9.3.2-py3-none-any.whl
| Download URL | pyfieldimager-0.9.3.2-py3-none-any.whl |
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| Size | 29.8 kB |
| Tags | Python 3 |
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