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 0.2.1
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-0.2.1.tar.gz | 33.2 kB | Without provenance | Details for flexray_mlx-0.2.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| flexray_mlx-0.2.1-py3-none-any.whl | Python 3 | none | any | Details for flexray_mlx-0.2.1-py3-none-any.whl |
Total release size: 70.5 kB
Release files / flexray_mlx-0.2.1.tar.gz
| Download URL | flexray_mlx-0.2.1.tar.gz |
|---|---|
| Size | 33.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
732737739b2293b036c7778ff81d98a479e0970be25e0aea3750327d69e04b98
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BLAKE2b-256 checksum How to use checksums |
0afdad14de7aee3f2875655e554cd1d219df0ac4a2742a2f5902a5d49eb08f9a
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
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Release files / flexray_mlx-0.2.1-py3-none-any.whl
| Download URL | flexray_mlx-0.2.1-py3-none-any.whl |
|---|---|
| Size | 37.3 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d12dfc9dee772f049b706d3318e61d9ca9966aec012801701a32ece8e1a7e503
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BLAKE2b-256 checksum How to use checksums |
7459f6acbfeab8f24e10172ff2d1db822439c615913cf14cedaf7425fc394498
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
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Security for flexray-mlx 0.2.1
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