TensorFlow Machine Learning Projects

Classifying digits using TensorFlow Lite

To complete this project, we will use the MNIST digit dataset, which is available in the TensorFlow datasets library (https://www.tensorflow.org/guide/datasets). It consists of images of handwritten digits from 0 to 9. The training dataset has 60,000 images and the testing set has 10,000 images. Some of the images in the dataset are as follows:

If we take a look at TensorFlow Lite tutorials, we will see that the focus is on using pre-trained models such as Mobilenet or retraining the existing ones. However, none of these tutorials talk about building new models, which is something we will be doing here.  ...