Important
This repository serves as a landing page for the packages and official source code for our article Revisiting Data Augmentation for Ultrasound Images.
UltraBench is a standardized benchmark of ultrasound image classification and semantic segmentation tasks for training and evaluating machine learning models.
USAugment is a Python package that provides implementations of the ultrasound-specific data augmentations to use when training machine learning models for ultrasound image analysis tasks.
The code and documentation for running the experiments presented in the paper and reproducing the results.