CosmiQ Works Geospatial Machine Learning Analysis Toolkit
See CHANGELOG.md for details.
See CHANGELOG.md for details.
See CHANGELOG.md for details.
See CHANGELOG.md for details.
Version 0.2.0 has a few small bugfixes and a couple of bigger, breaking changes. The biggest update is changing how CRSs are passed around within solaris - now as Rasterio.crs.CRS objects rather than as EPSG integers - to allow compatibility with CRSs that don't have EPSG codes.
See CHANGELOG.md for a full list of changes.
Contributors to changes in this release: @rbavery, @dphogan, @jshermeyer, and @nrweir.
#237: Fixing the raster tiler so it can handle edges of large-format raster more stably. #231: Adding SwapChannels augmentation to deal with imagery that has different band order. #230: Fixing gdal install requirement and a bugfix for checking if models are already downloaded.
A couple of other little fixes here and there (debugging training; making solaris save model state_dicts for torch instead of the whole model; fixing model checkpointing...etc.)
See #206 for the changelog.
See #192 for the changelog.
First public release of solaris!