''str' object has no attribute 'call' when converting .model to tflite file
I have been following this tutorial to perform voice command recognition for a couple words on my ESP32: https://github.com/atomic14/voice-controlled-robot
I was able to train my model and have the "fully_trained.model" file: "fully_trained.model"
Currently I am trying to convert the .model file into the tflite file, however I am getting the "'str' has no attribute 'call'" error: Code, Code, Errors
My tensorflow version is 2.6.2 and python version is 3.10.
Unfortunately, I do not have 10 reputation points yet, so I couldnt embed the images.
Solution 1:[1]
If you use tf.lite.TFLiteConverter.from_keras_model you need to pass the tf.keras.Model instance, not the path to the saved_model folder.
Use tf.lite.TFLiteConverter.from_saved_model() instead and pass the path to the "fully_trained.model" folder.
Solution 2:[2]
You've passed "fully_trained.model", with quotation marks, as an argument to TFLiteConverter. That's a string. Give the model a name and pass that name as an argument to the converter, without quotation marks.
Sources
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Source: Stack Overflow
| Solution | Source |
|---|---|
| Solution 1 | GPhilo |
| Solution 2 | Schnitte |