Lewis Fishgold

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...

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 - [...

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....

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...

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.

RV model bundles contain RV configuration which is used to recreate the model architecture at runtime. This works if we are using the model within RV, but makes it harder...

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...

I had to downgrade Sphinx to 3.5 in order to get the docs styling to work. This seems to be due to the following change in 4.0: "Support docutils-0.17. Please...

The integration tests work after upgrading to GDAL 3.3.1 and rasterio 1.0.7, but the train step fails on Batch for the Rio chip classification example. The other examples are able...