Robin Cole comments

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                                            Robin Cole

Add support for Lightning Streaming Dataset

I've now created a couple of streaming datasets and have a common class that can handle them all - it just requires the datasets are formatted in a standard way...

Update xView dataset to return image1, image2

Possibly [Spacenet 7](https://spacenet.ai/sn7-challenge/) - but broadly speaking change detection is a special case of time series, so an API that extends `image1, image2, 3,4 etc` makes sense

Add instructions on downloading the DeepGlobeLandCover dataset

Reading the [paper](https://arxiv.org/pdf/1805.06561.pdf), appears the imagery is from deepglobe/maxar, will check my network for contacts there

Add instructions on downloading the DeepGlobeLandCover dataset

RE license, I came to a dead end - the people I spoke to who had worked on the dataset have all moved on As to updating the docs, I...

Easier way to use Data Processing steps outside of datamodule

I think at a minimum we should improve the documentation to state when augmentations are and are not applied. For example I assumed they are performed in the dataset get_item,...

Easier way to use Data Processing steps outside of datamodule

Thanks for the clarification - it makes sense that there are basic augmentations to always apply during training and which we don't need to inspect (ie normalisation) and others to...

ObjectDetectionTask support for MSI

The adaption for multi-channel looks straightforward - not sure about handling the pretrained weights https://github.com/allenai/vessel-detection-sentinels/blob/main/src/models/frcnn.py

Dataset plotting: normalization

In my own plotting funcs I have been applying the `percentile_normalisation` to 'undo' the effects of normalisation, but the result is not always that great. I think an `un-normalize` followed...

Wrong time format in functions.format_dataframe() output?

Thanks for the heads up, I will update the notebook example when I get time

Error using Windows: expected str, bytes or os.PathLike object, not HassDatabase

`//10.20.10.106/config/` does not look correct