Convert existing model to tflite

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I’d like to use this dataset as a tflite model

I’ve read this How to Train a Custom TensorFlow Lite Object Detection Model

so I need to download the dataset and then re-upload it? Or is there a way to train that dataset as a tflite?

export

What format should I export it as in order to re-upload it to trigger the preprocessing/augmentation options that I hope will allow me to use tflite?

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