Can I train pretrained tensorflow lite model in matlab for object detection?

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Vikas Chelluru
Vikas Chelluru 2023-6-8
回答： Muskan 2023-6-13
I am using latest deeplearning toolbox interface for Tensorflow Lite in matlab .For my project I want to train and create a custom object detection model in Tensorflow Lite format to use on raspiberrypi so I want to use the preprocessing capabilities of the matlab for that so can i do training a pretrained Tensorflow lite model in matlab with the help of this toolbox ??

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Muskan
Muskan 2023-6-13
Hi Vikas,
As per my understanding of the question, yes, you can fine-tune a pre-trained TensorFlow Lite model in MATLAB for object detection using transfer learning. Transfer learning is a common technique used to retrain a pre-existing model on new data, allowing you to quickly and easily adapt a pre-trained model for new tasks.
You can refer to the following documentations for a better understanding.
Run TensorFlow Lite Models with MATLAB and Simulink Video - MATLAB (mathworks.com)
Pretrained Deep Neural Networks - MATLAB & Simulink (mathworks.com)
I hope the above information helps resolve your query.
Thanks.

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