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

Question

Vikas Chelluru 2023-6-8

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https://ww2.mathworks.cn/matlabcentral/answers/1980334-can-i-train-pretrained-tensorflow-lite-model-in-matlab-for-object-detection

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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Answer 1

Muskan 2023-6-13

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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.