# Part 3 (object-based image analysis) of the "AI habitat classification with Python" series (.venv-habitat).
# Tested on Python 3.12.0 (Windows 11) on 21 October 2026. Python 3.10+ is required.
# The shared series pins, plus scikit-image (segmentation) and LightGBM (classifiers).
odc-stac==0.5.3
odc-geo==0.5.3
pystac-client==0.9.1
planetary-computer==1.0.0
dask==2026.8.0
xarray==2026.9.0
rasterio==1.5.2
geopandas==1.2.0
pyogrio==0.13.0
shapely==2.2.0
pyproj==3.8.0
pyarrow==26.0.0
numpy==2.5.4
scipy==1.18.1
pandas==3.0.6
matplotlib==3.11.2
scikit-learn==1.9.1
requests==2.34.2
scikit-image==0.26.0
lightgbm==4.7.0