An introduction on working with image, audio, and text data
TensorFlow’s custom data format TFRecord is really useful. The files are supported natively by the blazing fast tf.data API, support distributed datasets, leverage parallel I/O. But they are somewhat overwhelming at first. This post serves as a practical introduction.
We will first go over the concept behind TFRecord files. With…