Morioh
Login
Philian Mateo

Philian Mateo

3 years ago

In this article, you will learn to use a pre-trained model, apply transfer learning, convert the model to TF Lite, apply optimization, and make inferences from the TFLite model.

Prerequisites:

A Basic Introduction to TensorFlow Lite

Dogs and Cats dataset

Tensorflow 2.0

Create the dataset

I have downloaded the dataset and unzipped the file as per the following structure.

Python code to extract the data and create the data as per the below structure is available here.

Image for post

#deep-learning #tensorflow #tensorflow-lite #machine-learning

Inferences from a Tensorflow Lite model - Transfer Learning on a Pre-trained Model

towardsdatascience.com

Inferences from a Tensorflow Lite model - Transfer Learning on a Pre-trained Model

Create a Tf Lite model using transfer learning on a pre-trained Tensorflow model, optimize it, and run inferences. In this article, you will learn to use a pre-trained model, apply transfer learning, convert the model to TF Lite, apply optimization, and make inferences from the TFLite model.

8.10 GEEK