Building an image caption generator with Deep Learning in Tensorflow

In my last tutorial, you learned how to create a facial recognition pipeline in Tensorflow with convolutional neural networks. In this tutorial, you'll learn how a convolutional neural network (CNN) and Long Short Term Memory (LSTM) can be combined to create an image caption generator and generate captions for your own images. In 2014, researchers from Google released a paper, Show And Tell: A Neural Image Caption Generator. At the time, this architecture was state-of-the-art on the MSCOCO dataset. It utilized a CNN LSTM to take an image as input and output a caption.