flexray-mlx
Segment anatomical structures in radiographs with FleXray and native MLX.
One chest radiograph → separate lung, heart and individual rib masks.
| Input | Output |
|---|---|
| Raster image or single-frame DICOM | Structure masks and probabilities |
Apple Silicon · Metal · Python 3.13 / 3.14 · uv
Quick start
uv venv --python 3.13
source .venv/bin/activate
repo="https://github.com/MedMLX/flexray-mlx"
uv pip install \
"flexray-mlx @ git+$repo" \
huggingface-hub
Download the released weights and run:
from huggingface_hub import snapshot_download
from flexray_mlx.medmlx import run
weights = snapshot_download("VictorButoi/flexray", local_dir="flexray", ignore_patterns=["*.onnx"])
result = run(image_path="chest.png", weights_path=weights, output_dir="out")
print(result["outputs"]["mask"])
Use label_name to select a structure and ensemble=True to average all five members.
License
Apache-2.0. See third-party notices. Model weights retain their publisher terms. FleXray weights are noncommercial (CC-BY-NC-4.0).
For research and education. Outputs require human review.
Metadata
Release files for flexray-mlx 0.2.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| flexray_mlx-0.2.2.tar.gz | 33.2 kB | Without provenance | Details for flexray_mlx-0.2.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| flexray_mlx-0.2.2-py3-none-any.whl | Python 3 | none | any | Details for flexray_mlx-0.2.2-py3-none-any.whl |
Total release size: 70.5 kB
Release files / flexray_mlx-0.2.2.tar.gz
| Download URL | flexray_mlx-0.2.2.tar.gz |
|---|---|
| Size | 33.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
74bdd37711c423817e3083ecab65b220a61b86f8657c1e9930e67a94a2bf8b64
|
|
BLAKE2b-256 checksum How to use checksums |
3f3eaa8c3e0c16aa92b90afc1a75eb931890dac7459a565a8a19f058f07d337b
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
|
Release files / flexray_mlx-0.2.2-py3-none-any.whl
| Download URL | flexray_mlx-0.2.2-py3-none-any.whl |
|---|---|
| Size | 37.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
f61d891b75900e62893c7079d58b4b67ed80be91dd49f171e07147a78fdefd06
|
|
BLAKE2b-256 checksum How to use checksums |
5fbec3b99ef4a1fd3ec6cc3ea5e3b93646bca94361d8506f196fc2264573a6c4
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
|
Security for flexray-mlx 0.2.2
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.
To learn more about protecting yourself from malicious actors, visit our package security documentation.
