Python SyntaxError: Invalid Syntax in tf.keras.models.load_model

The provided code snippet has a syntax error. The issue lies in the missing closing parenthesis after the custom_objects parameter within the tf.keras.models.load_model function call.

The correct code should be:

model = tf.keras.models.load_model('model.h5', encoding='utf-8', compile=False, custom_objects={'<custom_objects>'})

This error often occurs when you're attempting to load a Keras model that utilizes custom objects, such as custom layers or loss functions. The custom_objects parameter is used to define these objects and ensure they are correctly recognized when loading the model.

Explanation of the Error:

The SyntaxError: invalid syntax is raised by Python's interpreter when it encounters code that violates the rules of the language. In this specific case, the missing closing parenthesis disrupts the expected structure of the function call, leading to the error.

Solution:

To resolve the error, simply add the missing closing parenthesis after the custom_objects dictionary. This completes the function call and allows the code to execute without raising the syntax error.

Important Note:

Remember to replace <custom_objects> with the actual dictionary containing your custom objects. The key of the dictionary should be the name of the custom object, and the value should be the corresponding object itself.