Changelog¶

All notable changes to this project are documented in this file. This project adheres to Semantic Versioning.

v0.35.0 - Mar 17, 2026¶

Preserve class labels and instance attributes in instance segmentation inference
Cache OpenSR checkpoint in torch hub directory instead of cwd
Add super-resolution notebook and improve SR module
Improve cloud detection notebook and export cloudmask functions
Fix clean_instance_mask to remove disconnected fragments
Add field boundary instance segmentation with FTW dataset support
Add legend_args parameter to view_raster
Add semantic segmentation workshop and fix DataParallel state_dict loading
Add error handling to push_detector_to_hub and predict_detector_from_hub

v0.34.0 - Mar 15, 2026¶

Add class_weights parameter to train_timm_segmentation_model()
Fix val loss plot when validation loss contains non-finite values
Add multi-architecture object detection support
Avoid nested folder when extracting zip with single top-level directory
Fix integer epoch ticks in training plots and remove deprecated verbose param
Add push_classifier_to_hub and predict_images_from_hub functions
Add probability output support to timm_semantic_segmentation
Add impervious surface mapping example notebook

v0.33.0 - Mar 10, 2026¶

Add memory-efficient tiled inference with spline blending and D4 TTA
Fix .tiff output filenames and update docstring in object_detection_batch
Handle list and .tiff inputs in object_detection_batch
Add image_subdir and mask_subdir params to display_training_tiles
Fix inference_on_geotiff return type to Tuple[str, float]

v0.32.0 - Mar 3, 2026¶

Add CLIP-based zero-shot classification for vector features
Fix SamGeo vector output for GeoPackage and Shapefile formats
Add radiometric normalization (LIRRN) to landcover_utils
Handle target no data values in rasterio loading
Replace eager imports with PEP 562 lazy loading in init.py
Fix multi-class segmentation mask handling

v0.31.1 - Feb 25, 2026¶

Fix tiles parameter ignored in view_vector_interactive
Bump QGIS plugin to v1.0.0
Add built-in dependency installer for QGIS plugin

v0.31.0 - Feb 24, 2026¶

Add multi-class object detection with NWPU-VHR-10 support
Add image recognition module with EuroSAT notebook example
Add Google Satellite Embedding download and interactive notebook
Add time-series analysis support for multi-temporal satellite imagery
Add batch processing pipeline framework
Refactor utils.py into focused submodules, add CLI, expand tests, and add CI coverage

v0.30.0 - Feb 22, 2026¶

Add water segmentation panel to QGIS plugin
Add OmniWaterMask integration for water body segmentation
Add S2 surface water detection model and inference notebook
Add WHU building detection model and HuggingFace Hub inference
Add TESSERA support
Add GeoAI MCP Server for AI agent integration
Add support for torchgeo embeddings
Fix ignore_index=0 handling and add sparse_labels IoU mode

v0.29.1 - Feb 10, 2026¶

Fix SAM3 load in QGIS when pkg_resources is unavailable
Enable tests

v0.29.0 - Feb 6, 2026¶

Add canopy height estimation support
Add ChangeStar building change detection support
Fix: preserve class IDs in multi-class semantic segmentation masks
Add JOSS paper

v0.28.0 - Feb 3, 2026¶

Add ONNX Runtime support for geospatial model inference
Add Flip-n-Slide data augmentation strategy
Add DeepForest segmentation panel to QGIS plugin
Fix dependency conflicts and code quality improvements

v0.27.0 - Jan 29, 2026¶

Add support for pixel-level regression tasks
Add support for exporting data in COCO and YOLO formats
Add support for multiple Prithvi model variants
Fix Windows PyQt5 dependency issue in pixi installation
Fix: Use lazy cv2 imports to avoid QGIS opencv recursion error

v0.26.0 - Jan 22, 2026¶

Add Prithvi EO 2.0 Geospatial Foundation Model

v0.25.0 - Jan 8, 2026¶

Restore the utils module
Implement sliding window method for Moondream VLM to handle large images
Fix QGIS plugin CUDA issue

v0.24.0 - Dec 21, 2025¶

Add support for GPKG raster for SamGeo
Add CPU installation instructions

v0.23.0 - Dec 16, 2025¶

Update QGIS plugin to v0.3.0
Add timelapse notebook example
Add macOS tests to GitHub actions

v0.22.0 - Dec 13, 2025¶

Add band selection support for SamGeo
Add support for auto showing results for SamGeo
Add QGIS plugin update checker
Add video tutorials to docs

v0.21.0 - Dec 12, 2025¶

Add auto module for supporting HuggingFace models
Add LICENSE file for QGIS plugin

v0.20.0 - Dec 11, 2025¶

Add SamGeo panel to the QGIS plugin
Add QGIS plugin

v0.19.0 - Dec 10, 2025¶

Add Moondream VLM support
Add moondream interactive GUI
Add support for Gemini model integration into geoagents

v0.18.0 - Nov 4, 2025¶

Fix syntax error in scheduler initialization
Add ASA workshop notebook

v0.17.0 - Oct 19, 2025¶

Show agent status during execution
Add catalog search agent
Add STAC agent for interactive search

v0.16.0 - Oct 16, 2025¶

Add support for exporting probability image for each class
Add precision and recall metrics
Add early stop patience for training
Rename Dice score as F1 score

v0.15.0 - Oct 5, 2025¶

Add timm support for COCO and YOLO
Add training support for COCO and YOLO
Add support for exporting COCO and YOLO formats

v0.14.0 - Oct 4, 2025¶

Add support for creating training data from multiple vector files
Add instance segmentation example

v0.13.0 - Sep 30, 2025¶

Add more model providers for AI agents
Make torchange optional
Add DINOv3 wetlands notebook

v0.12.0 - Sep 17, 2025¶

Add support for AI agents
Add more tools for the agent
Fix DINOv3 weights download error

v0.11.0 - Sep 10, 2025¶

Add support for DINOv3
Add support for JPEG2000

v0.10.0 - Sep 7, 2025¶

Fix torchange python 3.10 error
Add wetland mapping example

v0.9.0 - Jul 17, 2025¶

Add support for change detection
Add multi-GPU support
Fix GDAL installation issue

v0.8.0 - Jul 8, 2025¶

Add support for generating image chips from multiple images
Add support for batch segmentation
Add support for non-geospatial raster formats

v0.7.0 - Jun 19, 2025¶

Add support for land cover classification
Add support for smp segmentation models
Add support for customizing MaskRCNN model

v0.6.0 - May 7, 2025¶

Add Dockerfile
Add samgeo module

v0.5.0 - Mar 26, 2025¶

Add water detection notebook example
Improve pc_stac_download function
Add get_overture_data function
Add mosaic_geotiffs function

v0.4.0 - Mar 12, 2025¶

Add support for training object detection model
Add parking spot detection notebook
Add support for Hugging Face models

v0.3.0 - Mar 4, 2025¶

Rename common module to utils
Add building regularization methods
Add masks_to_vector function

v0.2.0 - Mar 3, 2025¶

Add building extraction pre-trained model
Add preprocess module

v0.1.0 - Oct 11, 2023¶

Add samgeo support
Add codespell

v0.0.1 - Aug 11, 2023¶

Initial release