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CoreML Converter Missing Tensorflow Package
I am trying to convert my Tensorflow 2.0 model to a CoreML model so I can deploy it to a mobile app. However, I continually get the error: ValueError: Converter was called with source="tensorflow", but missing tensorflow package I am working in a virtual environment with Python 3.7, Tensorflow 2.11, and Coremltools 5.3.1. I had saved the Tensorflow model by using tensorflow.saved_model.save and was attempting to convert the model with the following: import coremltools as ct image_input = ct.ImageType(shape=(1, 250, 250, 3,), bias=[-1,-1,-1], scale=1/255) classifier_config = ct.ClassifierConfig(['Billy','Not_Billy']) core_model = ct.convert( <path_to_saved_model>, convert_to='mlprogram', inputs=[image_input], classifier_config=classifier_config, source='tensorflow' ) I keep receiving this error: --------------------------------------------------------------------------- ValueError Traceback (most recent call last) /var/folders/7n/vj_bf6q122bg43h_xm957hp80000gn/T/ipykernel_11024/1565729572.py in 6 inputs=[image_input], 7 classifier_config=classifier_config, ----> 8 source='tensorflow' 9 ) ~/Documents/Python/.venv/lib/python3.7/site-packages/coremltools/converters/_converters_entry.py in convert(model, source, inputs, outputs, classifier_config, minimum_deployment_target, convert_to, compute_precision, skip_model_load, compute_units, package_dir, debug, pass_pipeline) 466 _validate_conversion_arguments(model, exact_source, inputs, outputs_as_tensor_or_image_types, 467 classifier_config, compute_precision, --> 468 exact_target, minimum_deployment_target) 469 470 if pass_pipeline is None: ~/Documents/Python/.venv/lib/python3.7/site-packages/coremltools/converters/_converters_entry.py in _validate_conversion_arguments(model, exact_source, inputs, outputs, classifier_config, compute_precision, convert_to, minimum_deployment_target) 722 if exact_source == "tensorflow" and not _HAS_TF_1: 723 raise ValueError( --> 724 'Converter was called with source="tensorflow", but missing ' "tensorflow package" 725 ) 726 ValueError: Converter was called with source="tensorflow", but missing tensorflow package
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Jul ’23