When trying to convert a custom model built using tensorflow I came across the following issue. The model has two inputs and is currently in the saved_model format. When running:

python mo_tf.py --saved_model_dir C:/path_to/model_saved --input_shape [1,128,128,3],[1,1,1,64]

An error is thrown

[ ERROR ] Please provide input layer names for input layer shapes.

How am I supposed to provide the input names?

CodePudding user response：

When specifying input shapes for several layers, you must provide names for the inputs for which shapes will be overwritten. For multiple input topology, specify the inputs as below:

python mo.py --saved_model_dir --input input_name_1,input_name_2 --input_shape [input_shape_1],[input_shape_2]

Refer to Converting a TensorFlow Model documentation.