Version 0.7.5

Changelog:

• Updated example notebooks - replaced Sentinel Hub OGC service tasks with Sentinel Hub Processing API service tasks
• Deprecated tasks that download data from OGC service
• Minor fixes in SentinelHubInputTask and AddCloudMaskTask

Version 0.7.4

Changelog:

• Updates of SentinelHubInputTask:
  • Support for new s2cloudless precomputed cloud mask (more info)
  • Support for config parameter
• Updated SI_LULC_pipeline notebook.

Version 0.7.3

Changelog:

• Added support for geopandas version 0.7.0.
• Fixed a bug in eolearn.core.eodata_io.save_eopatch function.
• Improvement in eolearn.mask.MaskFeature task - it now works also works with time-independent feature types.
• A minor improvement in eolearn.io.SentinelHubInputTask task.

Version 0.7.2

Change log:

• Support additional data in the Processing API input task (such as sunAzimuthAngles, sunZenithAngles, viewAzimuthMean, viewZenithMean)
• Compatibility with the sentinelhub-py version 3.0.0
• Removed support for python 3.5
• Multiprocessing log filtering

Version 0.7.1

Fixed

• eolearn.io.SentinelHubInputTask: evalscript version was not passed to the sentinel-hub service.
• eolearn.core.EOWorkflow: fixed generating task dependencies.

Added

• Processing API docs generation.
• Introduced CHANGELOG.md.

Version 0.7.0

Changelog:

• Added tasks eolearn.io.SentinelHubInputTask and eolearn.io.SentinelHubDemTask that implement satellite data download from Sentinel Hub Processing API.

• Extended EOPatch saving and loading with PyFilesystem2 package:

  • saving and loading can now be done with any custom filesystem supported by PyFilesystem2,
  • special support for AWS s3 bucket filesystem,
  • new tasks eolearn.core.SaveTask and eolearn.core.LoadTask.

• Added eolearn.mask.AddMultiCloudMaskTask for multi-temporal cloud detection.

• Added official support for Python 3.8.

• Added multiple use case examples, contributed by @drewbo:

  • poverty detection,
  • social media example,
  • super-resolution with FastAI.

• eolearn.io.ExportToTiff task can now export into a custom CRS, contributed by @wouellette.

• Improved Contributions guidelines, contributed by @PeterFogh.

Version 0.6.0

Change log:

• Added new EOTasks:
  • in eolearn.core:
    • DuplicateFeature,
    • InitializeFeature,
    • MoveFeature,
    • MergeFeatureTask,
    • MapFeatureTask,
    • ZipFeatureTask,
    • ExtractBandsTask,
    • CreateEOPatchTask
  • in eolearn.features:
    • ValueFilloutTask,
    • EuclideanNormTask,
    • NormalizedDifferenceIndexTask
  • in eolearn.mask:
    • SnowMask,
    • TheiaSnowMask,
    • ClassFrequencyTask
  • in eolearn.ml_tools:
    • TrainTestSplitTask
• Changed algorithm for spatial resizing in AddCloudMaskTask
• VectorToRaster now has optional parameters overlap_value and buffer
• Improvements in ErosionTask
• S1IWWMSInput and S1IWWCSInput tasks now have an optional parameter for orbit direction
• Removed EOWorkflow.make_linear_workflow method
• Improvements in LinearWorkflow and WorkflowResults
• Improvements of EOExecutor and the report it generates
• Added credits and licensing info to all modules
• Added a prototype project Land Cover Classification with fastai, contributed by @Geoyi

Version 0.5.1

Change log:

• Problematic dependency packages for EOPatch visualization are not being installed by default anymore. They can be installed additionally with pip install eo-learn-visualization[FULL] option.

Version 0.5.0

Change log:

• Added EOPatch visualization functionalities
• Moved all visualization functionalities from eolearn.core to a new subpackage eolearn.visualization
• Improvements of EOExecutor and how parallelization is handled
• Improvements of reports produced by EOExecutor
• LinearInterpolation task is now using numba in the background for better performance
• Initialization parameters of VectorToRaster have changed. Both VectorToRaster and RasterToVector tasks have been improved.
• Added super-pixel segmentation tasks to eolearn.geometry
• Added ImportFromTiff task to eolearn.io, contributed by @drewbo
• Improvements of example notebooks
• Various small bug fixes

Version 0.4.2

Change log:

• Added tqdm progress bar to EOExecutor.
• Switched from multiprocessing to concurrent.futures in EOExecutor.
• ExportToTiff can now export multi-channel tiff images and works with time-dependet features. Contributed by @wouellette
• Updated package to support sentinelhub-py version 2.5.0.
• Fixed value overflow bug in InterpolationTask (could happend only on Windows machines).
• Fixed problem with time interval parsing in eolearn.io.
• Improvements in EOWorkflow, added get_tasks method.
• Added instructions for contributions and code of conduct.