Build an Efficient Input Data Pipeline for Deep Learning

Build an efficient input data pipeline for deep learning

Problem Developing the input pipeline in a machine learning project is usually time-consuming and uncomfortable, and it might take longer than building the model itself. When dealing with massive datasets including thousands/millions of files, the input data pipeline can either be a game changer or a bottleneck depending on the architecture. When datasets are too […]