raster-vision

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Makefile error when `root_uri` is an S3 path

3

## 🐛 Bug When running training command and having `root_uri` set to an S3 folder, this error shows up: ``` make: s3:///predictions/Makefile: No such file or directory make: *** No...

theoway

Make Raster Vision easier to use as a library (and not just as a framework)

9

## Problem Raster Vision (RV) is a [framework](https://en.wikipedia.org/wiki/Software_framework). To use it, users must configure the RV pipeline by defining a `get_config()` function. This has the following disadvantages: - Even the...

AdeelH

Avoid double registration problem

1

When putting the `get_config` function in the same module as the `Pipeline` and `PipelineConfig`, we got a `RegistryError`, saying that the type_hint had already been registered. I'm not sure why...

lewfish

## 🚀 Feature Support multi-GPU training and prediction. ## Motivation Distributing the workload across multiple GPUs can considerably speed up the training and prediction process.. ## Pitch PyTorch provides [at...

AdeelH

Here are some rough notes on lower-priority things I wanted to do in the 0.12 release, but didn't have time for. - [ ] docker image badge broken - [...

lewfish

More efficient prediction strategy for Object Detection

1

Currently we use a sliding window with 50% overlap for making predictions in object detection in order to make sure that objects will appear wholly (ie. untruncated) within some window....

lewfish

Run using a PipelineConfig class and CLI overrides

2

To run a pipeline, you point the `run` CLI at a file with a `get_config` function that returns an instance of `PipelineConfig`. This is useful for storing particular configurations especially...

lewfish

Instead, it writes it to the `root_uri` which might be an S3 URI, and `make`, which is used by the local runner cannot handle that.

lewfish

## 🚀 Feature See the following discussion on Gitter: https://gitter.im/azavea/raster-vision?at=6298bff6ef00bd1dc60fc7ee `ObjectDetectionGeoDataWindowConfig` should allow `neg_ratio` to be `None` since `ObjectDetectionRandomWindowGeoDataset` allows it. ## Motivation It's a feature that already exists. This...

AdeelH

Update pillow requirement from ==8.4.* to ==9.2.* in /rastervision_pytorch_learner

1

Updates the requirements on [pillow](https://github.com/python-pillow/Pillow) to permit the latest version. Release notes Sourced from pillow's releases. 9.2.0 https://pillow.readthedocs.io/en/stable/releasenotes/9.2.0.html Changes Fixed null check for fribidi_version_info in FriBiDi shim #6376 [@​nulano] Added...

dependabot[bot]