raster-vision
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azavea
An open source library and framework for deep learning on satellite and aerial imagery.
Bumps [typing-extensions](https://github.com/python/typing_extensions) from 4.2.0 to 4.3.0. Changelog Sourced from typing-extensions's changelog. Release 4.3.0 (July 1, 2022) Add typing_extensions.NamedTuple, allowing for generic NamedTuples on Python <3.11 (backport from python/cpython#92027, by Serhiy...
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## 🐛 Bug See the following discussion on Gitter: https://gitter.im/azavea/raster-vision?at=6298bff6ef00bd1dc60fc7ee Whenever a `RandomWindowGeoDataset` for a scene fails to find an eligible chip in `max_sample_attempts` attempts, it throws a `StopIteration` error...
Bumps [pydantic](https://github.com/samuelcolvin/pydantic) from 1.9.0 to 1.9.1. Release notes Sourced from pydantic's releases. v1.9.1 (2022-05-19) Thank you to pydantic's sponsors: @tiangolo, @stellargraph, @JonasKs, @grillazz, @Mazyod, @kevinalh, @chdsbd, @povilasb, @povilasb, @jina-ai, @mainframeindustries,...
Bumps [everett](https://github.com/willkg/everett) from 1.0.3 to 3.0.0. Changelog Sourced from everett's changelog. 3.0.0 (January 13th, 2022) Backwards incompatible changes: Dropped support for Python 3.6. (#176) Dropped autocomponent Sphinx directive in favor...
Bumps [everett[ini]](https://github.com/willkg/everett) from 1.0.3 to 3.0.0. Changelog Sourced from everett[ini]'s changelog. 3.0.0 (January 13th, 2022) Backwards incompatible changes: Dropped support for Python 3.6. (#176) Dropped autocomponent Sphinx directive in favor...
## 🚀 Feature RV uses https://github.com/azavea/mask-to-polygons for vectorization, but the library is no longer being maintained. We should move the vectorization code into RV itself and remove this dependency. ##...
In order to train a user user must provide a `DatasetConfig` ex: https://github.com/azavea/raster-vision/blob/c63b2ce21d20b8055fed4cd6595ab6a807523fdf/rastervision_pytorch_backend/rastervision/pytorch_backend/examples/tiny_spacenet.py#L52-L59 This specifies: - Source of training scenes - Source of validation scenes - Per scene label file...
It would be helpful to have access to the torchvision.models.detection.maskrcnn_resnet50_fpn via raster-vision. Hi @lewfish I've been slowly working through the code in my [fork](https://github.com/dgketchum/raster-vision), adding modules that mimic the semantic...
If a `LabelSource` returns labels with `class_ids` that are not in [0, num_classes), then we should raise an error with a descriptive message as soon as possible. Currently, the error...