Metadata-Version: 2.4
Name: ml-pipes-vision
Version: 0.1.0rc2
Summary: Vision payloads and vision-domain operators for ml-pipes
Project-URL: Homepage, https://github.com/trained-by-humans/ml-pipes
Project-URL: Documentation, https://github.com/trained-by-humans/ml-pipes/blob/main/packages/vision/docs/INDEX.md
Project-URL: Repository, https://github.com/trained-by-humans/ml-pipes
Project-URL: Issues, https://github.com/trained-by-humans/ml-pipes/issues
Project-URL: Changelog, https://github.com/trained-by-humans/ml-pipes/releases
License-Expression: Apache-2.0
License-File: LICENSE
Keywords: detection,image,machine-learning,pipelines,vision
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
Requires-Python: >=3.10
Requires-Dist: ml-pipes-core==0.1.0rc2
Requires-Dist: ml-pipes-tensor==0.1.0rc2
Requires-Dist: numpy>=1.26
Requires-Dist: opencv-python>=4.9
Description-Content-Type: text/markdown

# ml-pipes-vision

`ml-pipes-vision` adds image-oriented pipeline stages and typed vision outputs
to `ml-pipes`.

Use this package for the parts of a pipeline that start with image inputs,
prepare them for inference, and turn model results back into user-facing
vision predictions. Today it is strongest around image preprocessing,
detection, segmentation, density estimation, tiling, and
visualization/logging helpers.

Operators can be used as plain callables, but this package is best used inside
an `ml-pipes` pipeline.

## Package Reference

| Field          | Value                                                                                                               |
|----------------|---------------------------------------------------------------------------------------------------------------------|
| Package        | `ml-pipes-vision`                                                                                                    |
| Guide          | [`docs/README.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/packages/vision/docs/README.md)         |
| Reference      | [`docs/INDEX.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/packages/vision/docs/INDEX.md)           |
| Depends on     | `ml-pipes-core`, `ml-pipes-tensor`                                                                                  |
| Public modules | `ml_pipes.vision`                                                                                                   |
| Content        | image input handling; preprocessing; typed vision predictions; tiling; rendering and logging                        |

See [`docs/PACKAGES.md`](https://github.com/trained-by-humans/ml-pipes/blob/main/docs/PACKAGES.md)
for direct package installs, umbrella profiles, and the full package matrix.
