| license: cc-by-nc-4.0 | |
| library_name: mlx | |
| tags: | |
| - mlx | |
| - native-mlx | |
| - apple-silicon | |
| - medical-imaging | |
| - x-ray | |
| - segmentation | |
| - noncommercial | |
| - research | |
| language: | |
| - en | |
| inference: false | |
| pipeline_tag: image-segmentation | |
| base_model: VictorButoi/flexray | |
| <img src="https://huggingface.co/MedMLX/flexray-mlx/resolve/main/banner.png" alt="MedMLX — Segment. RADIOGRAPHS / FLEXRAY" width="100%"> | |
| # FleXray · Radiographs | |
| Segment anatomical structures in radiographs with the released FleXray flux0375 member. | |
| [GitHub](https://github.com/MedMLX/flexray-mlx) · [Files](https://huggingface.co/MedMLX/flexray-mlx/tree/main) · [Docs](https://github.com/MedMLX/flexray-mlx/blob/main/README.md#quick-start) | |
| | Input | Output | | |
| | :--- | :--- | | |
| | Radiograph | Anatomical segmentation | | |
| **Apple Silicon · Metal · Python 3.13 / 3.14** | |
| ## Quick start | |
| ```bash | |
| uv venv --python 3.13 | |
| source .venv/bin/activate | |
| repo="https://github.com/MedMLX/flexray-mlx" | |
| release="$repo/releases/download/v0.2.1" | |
| uv pip install "$release/flexray_mlx-0.2.1-py3-none-any.whl" | |
| uv tool install huggingface-hub | |
| hf download MedMLX/flexray-mlx --local-dir models | |
| ``` | |
| Replace the example input paths with your own files. | |
| ```python | |
| from flexray_mlx.medmlx import run | |
| result = run( | |
| image_path='chest.png', | |
| weights_path='models', | |
| output_dir='outputs', | |
| label_name='lungs', | |
| ensemble=False, | |
| ) | |
| print(result["outputs"]) | |
| ``` | |
| Includes the `flux0375` member. Keep `ensemble=False`. | |
| ## Use & license | |
| For research and education. Not validated for clinical use. | |
| Weights: [CC-BY-NC-4.0 · noncommercial](https://huggingface.co/MedMLX/flexray-mlx/blob/main/LICENSE). [Notices](https://huggingface.co/MedMLX/flexray-mlx/blob/main/NOTICE). | |