Examples

Explore practical usage of zea with the following example notebooks. All notebooks can be run in the browser using Google Colab, using the links below. Make sure to select a GPU / TPU runtime to optimally benefit from the zea library.

Data

• Working with the zea data format
• Using Local Data Paths with zea
• Simulating ultrasound data with zea

Pipeline

• Color Doppler Ultrasound
• B-mode reconstruction
• Beamforming with a cartesian grid and a polar grid
• Working with zea.Pipeline
• Working with a sequence of images

Models

• Custom PyTorch model in a zea.Pipeline
• Diffusion models for ultrasound image generation
• Ultrasound segmentation examples
• Autoencoder for Ultrasound Images
• Using zea.Models: a UNet example

Metrics

• LPIPS: Perceptual Similarity for Ultrasound Images

Agent

• Active Perception for Focused Transmit Steering