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TF1 tf.image.resize_image does not work with unbatched variable size image anymore since 1.12

The issue was that the line with the error was not v1/v2 TensorShape backwards compatible. It should be fixed at head now. I’ve verified it with tf-nightly version 2.3.0-dev20200515.

On older branches, we unfortunately need to wait until the next patch release to cherrypick it in (note: supported versions are 1.5, 2.0, 2.1, 2.2). If you need to work with TF versions >= 1.13 and <= 2.2, one interim possibility would be to build tf from source with the two liner fix.

jejay

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