mohamad bcaae5ec22 feat: initialize standalone image-filter ...

Rename the distribution to image-filter and imports to image_filter.
Keep medical fixtures local and document their setup for fresh clones.
Include composite pipelines, consistent examples, and class diagrams.

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..

01_single_filter.py

feat: initialize standalone image-filter

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02_sequential_filters.py

feat: initialize standalone image-filter

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03_nested_pipeline.py

feat: initialize standalone image-filter

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04_component_api.py

feat: initialize standalone image-filter

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05_slicewise_pipeline.py

feat: initialize standalone image-filter

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example_support.py

feat: initialize standalone image-filter

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medical_io.py

feat: initialize standalone image-filter

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visual_compare.py

feat: initialize standalone image-filter

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