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TensorFlow Lite

Can TensorFlow be used for object detection?

1 April 2022 Enpatika.com Genel

TensorFlow Object Detection API. The TensorFlow object detection API is the framework for creating a deep learning network that solves object detection problems. There are already pretrained models in their framework which they refer to as Model Zoo.

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Can I retrain a TFLite model?

1 April 2022 Enpatika.com Genel

You can retrain the model using frozen graphs and TFLite models . If you get new training data and want to update the model in your app, try hosting it using Firebase MLKit.

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How do you verify a TFLite model?

1 April 2022 Enpatika.com Genel

You may use TensorFlow Lite Python interpreter to test your tflite model. It allows you to feed input data in python shell and read the output directly like you are just using a normal tensorflow model.

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What models does TFLite support?

1 April 2022 Enpatika.com Genel

TFLite Support is a toolkit that helps users to develop ML and deploy TFLite models onto mobile devices. It works cross-Platform and is supported on Java, C++ (WIP), and Swift (WIP) .

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How do I create a TensorFlow model?

1 April 2022 Enpatika.com Genel

Create your model

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How do you use a TFLite model?

1 April 2022 Enpatika.com Genel

Running a TensorFlow Lite model involves a few simple steps:

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How do you evaluate a TFLite model?

1 April 2022 Enpatika.com Genel

You may use TensorFlow Lite Python interpreter to test your tflite model. It allows you to feed input data in python shell and read the output directly like you are just using a normal tensorflow model.

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