InsightSoftwareConsortium / InsightSoftwareConsortium/ITKPyTorch

Support MONAI interfaces for image information

Open
#3 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
C++
Stars
3
Forks
2
PR merge metrics
No merged PRs in 30d

Description

As suggested by @aylward in #1, support MONAI Python dictionary interfaces for image information like origin, spacing, etc :+1:

> 1) You and others created some nice python helper functions for ITK (e.g.,
ITKExtras.py) that help with using ITK from numpy, accessing spacing
information, etc. I wonder if something similar should be done in this
module for MONAI.
> 2) MONAI is using python dictionaries for managing spacing etc. Seems
like those dictionaries could be created and populated by this toolkit as
well. Yes, MONAI doesn't provide a custom C++ library for those
dictionaries, but does it need to in order to access them from C++?

This may need to be implemented by adding code to ITK itself and / or customization of this module's Python interface.

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing ITKExtras.py, the existing ITK Python interface, and the related discussion in #1. Determine whether the MONAI dictionary support belongs in ITK itself or this module's interface; done means image information such as origin and spacing can be created and populated for MONAI use.

Written by the indexing model from the issue text.

Assessment

Tech stack
cpp, python, pytorch
Domain
computer-vision, machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
20/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.