GitLab

* update readme according to template

* initial upgrades

* demo_inference updated, need to check tf.flags

* issues with tf.image

* manual checks needed for tf.contrib

* more tf2 updates, need to fix tf.contrib and tf.flags

* Added export for SavedModel format.

* Fixed some pylint errors.

Add SOTA, TF, and paper badges

* research/attention_ocr: Minor changes to make it compatible with python 3.

* research/attention_ocr: Script to create a smaller test file.

1. Update README.md
2. argmax, use axis instead of deminsion
3. use tf.profiler.profile instead of model_analyzer.print_model_analysis

Fixes #1841

The spatial attention described in the paper was ported from the internal
implementation and is disabled by default.

Update the install instructions to provide the correct pip command to install the gpu version of tensorflow.