Machine Learning Projects for Mobile Applications

Model conversion

Once we have our TensorFlow model ready, we will convert this into a Core ML model. As we have done conversion in the other chapters, to get the latest version of the converter, clone this repository and install it from the source as follows:

git clone https://github.com/tf-coreml/tf-coreml.git
cd tf-coreml 

Alternatively, install it using pip:

pip install -U tfcoreml

From the following code, we loop through the graphDef to find the information, because to convert the TensorFlow model to the Core ML model, we need to know some information. We will get the following list of details from the following code:

• Input name: Output of the placeholder op, which is (input:0).
• Output name: Output of the softmax op toward the end of ...