Bumps rastervision-pipeline from 0.13 to 0.20.1.

Sourced from rastervision-pipeline's releases.

Raster Vision 0.20.1

Changelog

https://docs.rastervision.io/en/0.20/changelog.html#raster-vision-0-20-1

Pypi

pip install rastervision==0.20.1

https://pypi.org/project/rastervision/0.20.1/

Notes

• The pip installation is only guaranteed to work with Python 3.9. Anaconda is highly recommended.

Docker image

docker pull quay.io/azavea/raster-vision:pytorch-0.20

Raster Vision 0.20

Changelog

https://docs.rastervision.io/en/0.20/changelog.html#raster-vision-0-20-0

Pypi

pip install rastervision==0.20

https://pypi.org/project/rastervision/0.20/

Notes

• The pip installation is only guaranteed to work with Python 3.9. Anaconda is highly recommended.
• If you encounter problems with gdal installation while installing rastervision_gdal_vsi, you can
  • try installing gdal via conda install -c conda-forge gdal==3.5.2
  • install all Raster Vision plugins except rastervision_gdal_vsi

    pip install \
        rastervision_pipeline==0.20 \
        rastervision_aws_s3==0.20 \
        rastervision_aws_batch==0.20 \
        rastervision_core==0.20 \
        rastervision_pytorch_learner==0.20 \
        rastervision_pytorch_backend==0.20

... (truncated)

Sourced from rastervision-pipeline's changelog.

Raster Vision 0.20.1

Fixes

* Do not install ``rastervision_gdal_vsi`` by default (`[#1622](https://github.com/azavea/raster-vision/issues/1622) <https://github.com/azavea/raster-vision/pull/1622>`__)
* Do not set ``cfg.model.pretrained=False`` in ``Learner.from_model_bundle()`` (`[#1626](https://github.com/azavea/raster-vision/issues/1626) <https://github.com/azavea/raster-vision/pull/1626>`__)
* Fix docker build errors (`[#1629](https://github.com/azavea/raster-vision/issues/1629) <https://github.com/azavea/raster-vision/pull/1629>`__)
* Documentation:


Improve docstrings for most commonly used classes and configs ([#1630](https://github.com/azavea/raster-vision/issues/1630) &lt;https://github.com/azavea/raster-vision/pull/1630&gt;__)


Minor textual fixes for the pre-chipped datasets tutorial ([#1623](https://github.com/azavea/raster-vision/issues/1623) &lt;https://github.com/azavea/raster-vision/pull/1623&gt;__)


Add comment about password for the ISPRS Potsdam dataset ([#1627](https://github.com/azavea/raster-vision/issues/1627) &lt;https://github.com/azavea/raster-vision/pull/1627&gt;__)


README:

fix broken links ([#1608](https://github.com/azavea/raster-vision/issues/1608) &lt;https://github.com/azavea/raster-vision/pull/1608&gt;__)
make CV-tasks image slightly smaller ([#1624](https://github.com/azavea/raster-vision/issues/1624) &lt;https://github.com/azavea/raster-vision/pull/1624&gt;__)



Raster Vision 0.20
This release brings major improvements to Raster Vision's usability as well as its usefulness.
Whereas previously Raster Vision was a framework where users could configure a pipeline and then let it run, it is now also a library from which users can pick individual components and use them to build new things.
We have also significantly improved the documentation. Most notably, it now contains detailed :doc:tutorial notebooks &lt;usage/tutorials/index&gt; as well a full :doc:API reference &lt;api_reference/index&gt;. The documentation for the Raster Vision pipeline, which used to make up most of the documentation in previous versions, is now located in the :doc:framework/index section.
In terms of features, some highlights are:

Support for multiband imagery, introduced in v0.13 for semantic segmentation, is now also available for chip classification and object detection. ([#1345](https://github.com/azavea/raster-vision/issues/1345) &lt;https://github.com/azavea/raster-vision/pull/1345&gt;__)
Improved data fusion: the :class:~rastervision.core.data.raster_source.multi_raster_source.MultiRasterSource can now combine :class:RasterSources &lt;rastervision.core.data.raster_source.raster_source.RasterSource&gt; with varying extents and resolutions. ([#1308](https://github.com/azavea/raster-vision/issues/1308) &lt;https://github.com/azavea/raster-vision/pull/1308&gt;__)
You can now discard edges of predicted chips in semantic segmentation in order to reduce boundary artifacts ([#1486](https://github.com/azavea/raster-vision/issues/1486) &lt;https://github.com/azavea/raster-vision/pull/1486&gt;). This can be used in addition to the previously introduced &lt;https://github.com/azavea/raster-vision/pull/1057&gt; ability to average overlapping regions in adjacent chips.
Progress-bars will now be shown for all downloads and uploads as well as other time-consuming operations that take longer than 5 seconds.
Improved caching of downloads: Raster Vision can now cache downloads. Also a bug that caused Raster Vision to download the same image multiple times has been fixed, resulting in significant speedups.

.. warning:: This release breaks backward-compatibility with previous versions.
Features

• Extend multiband support to all tasks ([#1345](https://github.com/azavea/raster-vision/issues/1345) <https://github.com/azavea/raster-vision/pull/1345>__)
• Add support for external models for object detection ([#1337](https://github.com/azavea/raster-vision/issues/1337) <https://github.com/azavea/raster-vision/pull/1337>__)
• Allow MultiRasterSource to read from sub raster sources with non-identical extents and resolutions ([#1308](https://github.com/azavea/raster-vision/issues/1308) <https://github.com/azavea/raster-vision/pull/1308>__)
• Allow discarding edges of predicted chips in semantic segmentation ([#1486](https://github.com/azavea/raster-vision/issues/1486) <https://github.com/azavea/raster-vision/pull/1486>__)
• Add numpy-like array indexing and slicing to RasterSource and LabelSource ([#1470](https://github.com/azavea/raster-vision/issues/1470) <https://github.com/azavea/raster-vision/pull/1470>__)
• Make RandomWindowGeoDataset more efficient when sampling chips from scenes with sparse AOIs ([#1225](https://github.com/azavea/raster-vision/issues/1225) <https://github.com/azavea/raster-vision/pull/1225>__)
• Add support for Albumentations' lambda transforms ([#1368](https://github.com/azavea/raster-vision/issues/1368) <https://github.com/azavea/raster-vision/pull/1368>__)

... (truncated)

• 3568b60 Merge pull request #1640 from AdeelH/version-0.20.1
• f4a24bf update version to 0.20.1
• e5b2ffa Merge pull request #1639 from AdeelH/backport-prerelease-0.20.1
• 3f5c793 update release process instructions
• bf3e7df update changelog
• 6372097 update testing script
• 368ba56 Merge pull request #1638 from AdeelH/backport-docstrs
• d6f1a41 add missing cross references
• 74e0ac7 remove trailing whitespaces
• 8b2da16 improve config docstrings
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