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Deep Learning for Satellite Imagery
Add a config options that allows selection of which bands to use from the imagery. Could also include ability to re-order those bands before input to network. The band selection...
This will allow exactly replicating training runs if need be for debugging. Details here: https://www.tensorflow.org/api_docs/python/tf/random/set_seed
tensorflow_addons was deprecated, had to replace a few features. Tested with tensorflow 2.12. The minor changes are for the latest pylint.
I used the ImageryDataset to handle imagery for training a model in a project and only needed to make a few small tweaks for things to run smoothly.