{"id":29061672,"url":"https://github.com/tue-bmd/zea","last_synced_at":"2026-05-05T04:40:27.055Z","repository":{"id":300224457,"uuid":"996149441","full_name":"tue-bmd/zea","owner":"tue-bmd","description":"zea: A Toolbox for Cognitive Ultrasound Imaging","archived":false,"fork":false,"pushed_at":"2025-06-20T14:20:11.000Z","size":55803,"stargazers_count":1,"open_issues_count":5,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-20T14:28:26.255Z","etag":null,"topics":["deep-learning","generative-models","jax","keras","python","pytorch","tensorflow","ultrasound-imaging"],"latest_commit_sha":null,"homepage":"https://zea.readthedocs.io","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/tue-bmd.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"docs/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-06-04T14:23:32.000Z","updated_at":"2025-06-20T13:47:30.000Z","dependencies_parsed_at":"2025-06-20T14:38:57.558Z","dependency_job_id":null,"html_url":"https://github.com/tue-bmd/zea","commit_stats":null,"previous_names":["tue-bmd/zea"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/tue-bmd/zea","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tue-bmd%2Fzea","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tue-bmd%2Fzea/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tue-bmd%2Fzea/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tue-bmd%2Fzea/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tue-bmd","download_url":"https://codeload.github.com/tue-bmd/zea/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tue-bmd%2Fzea/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262219803,"owners_count":23276888,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","generative-models","jax","keras","python","pytorch","tensorflow","ultrasound-imaging"],"created_at":"2025-06-27T08:03:42.111Z","updated_at":"2026-05-05T04:40:27.050Z","avatar_url":"https://github.com/tue-bmd.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# zea \u003cimg src=\"https://raw.githubusercontent.com/tue-bmd/zea/main/docs/_static/zea-logo.png\" width=\"120\" height=\"120\" align=\"right\" alt=\"zea Logo\" /\u003e\n\n\n[![PyPI version](https://img.shields.io/pypi/v/zea)](https://pypi.org/project/zea/)\n[![Continuous integration](https://github.com/tue-bmd/zea/actions/workflows/tests.yaml/badge.svg)](https://github.com/tue-bmd/zea/actions/workflows/tests.yaml)\n[![Documentation Status](https://readthedocs.org/projects/zea/badge/?version=latest)](https://zea.readthedocs.io/en/latest/?badge=latest)\n[![License](https://img.shields.io/github/license/tue-bmd/zea)](https://github.com/tue-bmd/zea/blob/main/LICENSE)\n[![codecov](https://codecov.io/gh/tue-bmd/zea/branch/main/graph/badge.svg)](https://codecov.io/gh/tue-bmd/zea)\n[![status](https://joss.theoj.org/papers/fa923917ca41761fe0623ca6c350017d/status.svg)](https://joss.theoj.org/papers/fa923917ca41761fe0623ca6c350017d)\n[![arXiv](https://img.shields.io/badge/arXiv-B31B1B?style=flat\u0026logo=arXiv\u0026logoColor=white)](https://arxiv.org/abs/2512.01433)\n[![Hugging Face](https://img.shields.io/badge/Hugging%20Face-FFD21E?logo=huggingface\u0026logoColor=black)](https://huggingface.co/zeahub)\n[![GitHub stars](https://img.shields.io/github/stars/tue-bmd/zea?style=social)](https://github.com/tue-bmd/zea/stargazers)\n\nWelcome to the `zea` package: *A Toolbox for Cognitive Ultrasound Imaging.*\n\n- 📚 Full documentation: [zea.readthedocs.io](https://zea.readthedocs.io)\n- 🔬 Try hands-on examples (with Colab): [Examples \u0026 Tutorials](https://zea.readthedocs.io/en/latest/examples.html)\n- ⚙️ Installation guide: [Installation](https://zea.readthedocs.io/en/latest/installation.html)\n\n`zea` is a Python library that offers ultrasound signal processing, image reconstruction, and deep learning. Currently, `zea` offers:\n\n- A flexible ultrasound signal processing and image reconstruction [Pipeline](https://zea.readthedocs.io/en/latest/pipeline.html) written in your favorite deep learning framework.\n- A complete set of [Data](https://zea.readthedocs.io/en/latest/data-acquisition.html) loading tools for ultrasound data and acquisition parameters, designed for deep learning workflows.\n- A collection of pretrained [Models](https://zea.readthedocs.io/en/latest/models.html) for ultrasound image and signal processing.\n- A set of action selection functions for cognitive ultrasound in the [Agent](https://zea.readthedocs.io/en/latest/agent.html) module.\n- **Multi-Backend Support via [Keras3](https://keras.io/keras_3/):** You can use [PyTorch](https://github.com/pytorch/pytorch), [TensorFlow](https://github.com/tensorflow/tensorflow), or [JAX](https://github.com/google/jax).\n\nCheck out the [About](https://zea.readthedocs.io/en/latest/about.html) page for more information and the motivation behind `zea`. For any questions or suggestions, please feel free to open an [issue on GitHub](https://github.com/tue-bmd/zea/issues). If you want to contribute, check out the [Contributing](https://zea.readthedocs.io/en/latest/contributing.html) guide.\n\n\u003e [!WARNING]\n\u003e **Beta!**\n\u003e This package is under active development. It is mainly used to support [our research](https://zea.readthedocs.io/en/latest/about.html#papers). That being said, we are happy to share it with the ultrasound community and hope it will be useful for your research as well.\n\n\u003e [!NOTE]\n\u003e 📖 Please cite `zea` in your publications if it helps your research. You can find citation info [here](https://zea.readthedocs.io/en/latest/getting-started.html#citation).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftue-bmd%2Fzea","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftue-bmd%2Fzea","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftue-bmd%2Fzea/lists"}