v0.4.2

opengeos/geoaiv0.4.2Mar 20, 2025by giswqs

AI Summary

This release introduces support for Planetary Computer, removes legacy ArcGIS models, and adds several new pretrained models for object detection tasks including building, solar panel, car, and ship detection.

Key Highlights

Added Planetary Computer data download support
Removed ArcGIS Pre-trained models
Added checkpoint loading functionality
Added pretrained models for building, solar panel, car, and ship detection

Breaking Changes

Removed ArcGIS Pre-trained models

New Features

Planetary Computer download support
inspect_pth_file function
Checkpoint loading support
Pretrained models for building, solar panel, car, and ship detection

Full Release Notes

## What's Changed
* Add support for downloading data from Planetary Computer by @giswqs in https://github.com/opengeos/geoai/pull/82
* Add inspect_pth_file function by @giswqs in https://github.com/opengeos/geoai/pull/83
* Update raster_to_vector and region_groups func in utils.py by @whikqp in https://github.com/opengeos/geoai/pull/85
* Add logo by @giswqs in https://github.com/opengeos/geoai/pull/86
* Add support for downloading data from Planetary Computer by @giswqs in https://github.com/opengeos/geoai/pull/91
* Remove ArcGIS Pre-trained models by @giswqs in https://github.com/opengeos/geoai/pull/92
* Add support for loading checkpoints by @giswqs in https://github.com/opengeos/geoai/pull/103
* Add building detection pretrained model by @giswqs in https://github.com/opengeos/geoai/pull/104
* Add pretrained model for solar panel detection by @giswqs in https://github.com/opengeos/geoai/pull/105
* Add pretrained model for car detection by @giswqs in https://github.com/opengeos/geoai/pull/106
* Add pretrained model for ship detection by @giswqs in https://github.com/opengeos/geoai/pull/107
* Update module imports by @giswqs in https://github.com/opengeos/geoai/pull/108
* Update sample data hyperlinks by @giswqs in https://github.com/opengeos/geoai/pull/109

## New Contributors
* @whikqp made their first contribution in https://github.com/opengeos/geoai/pull/85

**Full Changelog**: https://github.com/opengeos/geoai/compare/v0.4.1...v0.4.2