Loading data with queues
TensorFlow.jl can load and preprocess data in parallel with training so that the performance of training is not limited by the speed of your IO device that holds the training data. The API is very similar to the Python TensorFlow API, so see its docs.
Consult the reference for a list of all relevant methods.