This repository contains a framework to load the most commonly used datasets for image and video semantic segmentation. The framework can perform some on-the-fly preprocessing/data augmentation, as well as run on multiple threads (if enabled) to speed up the I/O operations.

NEWS: You might be interested in checking out Main loop TF, a python main loop that integrates the Dataset loaders with Tensorflow!

If you use this code, please cite:

• [1] Francesco Visin, Adriana Romero, (2016). Dataset loaders: a python library to load and preprocess datasets (BibTeX)

Check the full documentation on: http://dataset_loaders.readthedocs.io