v0.34.0

opengeos/geoaiv0.34.0Mar 15, 2026by giswqs

AI Summary

Introduces hub integration functions for classifiers, probability output support for segmentation models, and multi-architecture object detection capabilities.

Key Highlights

Added push_classifier_to_hub and predict_images_from_hub functions
Added probability output support to timm_semantic_segmentation
Added multi-architecture object detection support

Breaking Changes

Removed deprecated verbose parameter

New Features

Hub integration for classifiers
Probability output for semantic segmentation
class_weights parameter for training segmentation models

Full Release Notes

## What's Changed
* Bump version: 0.32.0 → 0.33.0 by @giswqs in https://github.com/opengeos/geoai/pull/619
* Add impervious surface mapping example notebook by @jayakumarpujar in https://github.com/opengeos/geoai/pull/620
* Add probability output support to timm_semantic_segmentation by @giswqs in https://github.com/opengeos/geoai/pull/623
* Add push_classifier_to_hub and predict_images_from_hub functions by @giswqs in https://github.com/opengeos/geoai/pull/626
* Fix integer epoch ticks in training plots and remove deprecated verbose param by @giswqs in https://github.com/opengeos/geoai/pull/627
* Avoid nested folder when extracting zip with single top-level directory by @giswqs in https://github.com/opengeos/geoai/pull/628
* Add multi-architecture object detection support by @giswqs in https://github.com/opengeos/geoai/pull/629
* Fix val loss plot when validation loss contains non-finite values by @giswqs in https://github.com/opengeos/geoai/pull/630
* Add class_weights parameter to train_timm_segmentation_model() by @giswqs in https://github.com/opengeos/geoai/pull/631
* Bump version: 0.33.0 → 0.34.0 by @giswqs in https://github.com/opengeos/geoai/pull/632


**Full Changelog**: https://github.com/opengeos/geoai/compare/v0.33.0...v0.34.0