I am new to StackOverflow.I am trying to export a model by using export_inference_graph.py. I trained my model locally using faster_rcnn_inception_v2.I am following this tutorial.
When in command prompt I type
python export_inference_graph.py --input_type image_tensor --pipeline_config_path CAPTCHA_training/faster_rcnn_inception_v2_coco.config --trained_checkpoint_prefix "CAPTCHA_training_dir/model.ckpt-51272" --output_directory CAPTCHA_inference_graph
All with correct paths I get following error.
File "export_inference_graph.py", line 206, in <module>
tf.app.run()
File "C:\Users\Jatin\anaconda3\lib\site-packages\tensorflow\python\platform\app.py", line 40, in run
_run(main=main, argv=argv, flags_parser=_parse_flags_tolerate_undef)
File "C:\Users\Jatin\anaconda3\lib\site-packages\absl\app.py", line 303, in run
_run_main(main, args)
File "C:\Users\Jatin\anaconda3\lib\site-packages\absl\app.py", line 251, in _run_main
sys.exit(main(argv))
File "export_inference_graph.py", line 194, in main
exporter.export_inference_graph(
File "C:\Users\Jatin\anaconda3\lib\site-packages\object_detection\exporter.py", line 604, in export_inference_graph
detection_model = model_builder.build(pipeline_config.model,
File "C:\Users\Jatin\anaconda3\lib\site-packages\object_detection\builders\model_builder.py", line 1116, in build
return build_func(getattr(model_config, meta_architecture), is_training,
File "C:\Users\Jatin\anaconda3\lib\site-packages\object_detection\builders\model_builder.py", line 583, in _build_faster_rcnn_model
_check_feature_extractor_exists(frcnn_config.feature_extractor.type)
File "C:\Users\Jatin\anaconda3\lib\site-packages\object_detection\builders\model_builder.py", line 249, in _check_feature_extractor_exists
raise ValueError('{} is not supported. See `model_builder.py` for features '
ValueError: faster_rcnn_inception_v2 is not supported. See `model_builder.py` for features extractors compatible with different versions of Tensorflow
I am using Python 3.8.5 and tensorflow version 2.4.1 Thanks in advance
Looks like a Tensorflow version problem according to error. Looking into source faster_rcnn_inception_v2 exists under if tf_version.is_tf1():. Try using to TF 1.
faster_rcnn_inception_v2_coco exists here in Tensorflow 1 Detection model zoo.