Add TF image classification example script (#19956)

* TF image classification script

* Update requirements

* Fix up

* Add tests

* Update test fetcher
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Fix directory path

* Adding `zero-shot-object-detection` pipeline doctest. (#20274)

* Adding `zero-shot-object-detection` pipeline doctest.

* Remove nested_simplify.

* Add generate kwargs to `AutomaticSpeechRecognitionPipeline` (#20952)

* Add generate kwargs to AutomaticSpeechRecognitionPipeline

* Add test for generation kwargs

* Trigger CI

* Data collator returns np

* Update feature extractor -> image processor

* Bug fixes - updates to reflect changes in API

* Update flags to match PT & run faster

* Update instructions - Maria's comment

* Update examples/tensorflow/image-classification/README.md

* Remove slow decorator

---------

Co-authored-by: Nicolas Patry <patry.nicolas@protonmail.com>
Co-authored-by: bofeng huang <bofenghuang7@gmail.com>
Co-authored-by: Sylvain Gugger <Sylvain.gugger@gmail.com>

utils/tests_fetcher.py

@@ -565,6 +565,8 @@ def infer_tests_to_run(output_file, diff_with_last_commit=False, filters=None, j
             elif f.startswith("examples/pytorch"):
                 test_files_to_run.append("examples/pytorch/test_pytorch_examples.py")
                 test_files_to_run.append("examples/pytorch/test_accelerate_examples.py")
+            elif f.startswith("examples/tensorflow"):
+                test_files_to_run.append("examples/tensorflow/test_tensorflow_examples.py")
             elif f.startswith("examples/flax"):
                 test_files_to_run.append("examples/flax/test_flax_examples.py")
             else: