TensorFlow lite example Android Cats and Dogs classification Application using Android Studio
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In this lecture, we will train a deep learning model on cats and dogs dataset using TensorFlow and Keras then we will develop an android application for that trained model.
We will use Google collab to train our machine learning model then we will convert this model into a tflite format. After that, we will develop an Android Application using Android studio in java. So at the end of this lecture, you will have very own machine learning-based Android Application which can classify between dogs and cats.
We will use transfer learning and retrain imageNet V2 model on our data set than we will evaluate the model and convert it into tflite file which will be used inside Android Application.
Tensorflow lite use in Android is not clear for most of the students but this example we will teach you the use of TensorFlow lite in Android with an example.
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