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For reproducibility it's pretty critical all packages are pinned. For example, if you want to run your membrane detection example, latest Keras package is broken and the unet model won't load unless you do K.common.set_image_dim_ordering('th').
We should pin all of the software versions we are using to make sure nothing breaks with package updates.
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