Deep Learning with TensorFlow

Deep learning for Scalable Object Detection

In this section, we will learn how to make image recognition using TensorFlow. Also, we will be using transfer learning which is the ability to use the network weights of a pre-trained model that was trained on large dataset like ImageNet), usually people use transfer learning when they have small datasets. So we will be starting with a pre-trained model and use it on another problem. We will retrain this model on a similar problem because if we started from scratch then it will take days.

Figure 1: Flowers dataset (Image by TesnorFlow, Source: https://www.tensorflow.org/images/daisies.jpg)

There ...