Robin Cole

https://github.com/abhimishra91/insight

https://ipyleaflet.readthedocs.io/en/latest/api_reference/split_map_control.html might allow more flexibility?

browser appears to cache the html

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You can update the images but the rendered html does not change - I assume this is because I am using generic filenames for the local files and therefore the...

Hi Aditya I really enjoyed your first two articles in this series, I wonder if you have a date in mind to complete the final two? Best regards Robin

Stream selected channels

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## 🚀 Feature Streaming subsets of channels ### Motivation My geotiff data is typically multispectral and I do experiments using subsets of the channels. I would like to stream only...

pretraining code?

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I see the code for fine tuning, but cannot see it for pretraining..?

Sample data request

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Hi Are you able to provide some sample data in order to reproduce the plots shown? If not, would Sentinel 2 with appropriate normalisation produce similar results? Thanks Robin

Support logging figures to multiple loggers

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### Summary Currently logging of figures (e.g. in Classification and Segmentation trainers) assumes Tensorboard logger which has the method `add_figure`. However other loggers have similar methods but with different names...

SemanticSegmentationTask: add class-wise metrics

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Addresses https://github.com/microsoft/torchgeo/issues/2121 for segmentation. Mostly copied from @isaaccorley as [here](https://github.com/isaaccorley/a-change-detection-reality-check/blob/0b570f095366685ce401e62c0a1b69a2783c0fbf/src/change_detection.py#L129) - he is additionally passing `on_epoch=True` which is NOT adopted here Output metrics for ChaBud binary task with `labels=['background', 'burned_area']`...