This page describes how to build image transformations for test time deployment of your exported models.
To maintain the expected performance of your model after exporting,
it is vital that some image transformations used for validation be used
again when deploying to the test environment. These transformations are
serialized as a JSON file when you export your model.
Here we can see the "Resize" transformation was used, with the "height" and "width" parameters set to 224.
All of the transformations you will see in the
transforms.json file can be used from the very nice "albumentations"
library. The transformations can simply be loaded using the
albumentations library. To reproduce the transform from the example
above, it may look like: