Code DAO

Dec 20, 2021 · Artificial Intelligence

Building Efficient Data Pipelines with TensorFlow’s tf.data API

This article explains how to use TensorFlow’s tf.data API to construct high‑performance, flexible data pipelines—from loading images or tensors, applying transformations and data augmentation, to batching, shuffling, caching, prefetching, and feeding the pipeline directly into model.fit for training.