Keras 2.42 AttributeError: module 'keras.backend' has no attribute 'image_dim_ordering'

[AGenchev]

TF/Keras has updated so as often happens, it broke the old code.
the corrected stanzas should look like:
if K.image_data_format() == "channels_first": # was K.image_dim_ordering() == "th"