microsoft/hi-ml

HI-ML toolbox for deep learning for medical imaging and Azure integration

Archived
48
/ 100
Emerging

Provides modular components including data loaders, preprocessing pipelines, and pre-built deep learning architectures optimized for medical imaging tasks. The `hi-ml-azure` package enables seamless AzureML integration—annotate existing Python scripts with a single function call to automatically handle blob storage I/O, compute cluster submission, and distributed execution without rewriting code. Includes specialized workflows for histopathology image analysis via the hi-ml-cpath subpackage.

309 stars. No commits in the last 6 months.

Archived Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 22 / 25

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Stars

309

Forks

61

Language

Python

License

MIT

Last pushed

Oct 06, 2025

Commits (30d)

0

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