dipy VS MONAILabel

Compare dipy vs MONAILabel and see what are their differences.

dipy

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging. (by dipy)
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dipy MONAILabel
3 1
669 542
1.0% 2.8%
9.9 7.9
6 days ago 5 days ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dipy

Posts with mentions or reviews of dipy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-02-09.
  • How to find diffusion tensor images?
    1 project | /r/neuro | 5 Oct 2022
    I thought I would get the colorful photos and use this python library (dipy)[https://dipy.org/] to transfer the picture to a matrix. So I now I'm kind confused how I'd get the "numbers"/color in the legend next to the matrix photo I linked. Cause it sounds like the colors have no significance to how many neurons are in that portion rather it sounds like the colors or a way to differentiate on section of the brain from another when just looking at the photos.
  • how to convert dti data to matrix?
    1 project | /r/neuro | 15 Sep 2022
  • Jupyter refuses C++
    2 projects | /r/Jupyter | 9 Feb 2022

MONAILabel

Posts with mentions or reviews of MONAILabel. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing dipy and MONAILabel you can also consider the following projects:

pySBD - 🐍💯pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.

medicaldetectiontoolkit - The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.

Brain-Tumor-Segmentation-And-Classification - Brain Tumor Segmentation And Classification using artificial intelligence

pytorch-toolbelt - PyTorch extensions for fast R&D prototyping and Kaggle farming

PaddleHelix - Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

SlicerTomoSAM - An extension of 3D Slicer using the Segment Anything Model (SAM) to aid the segmentation of 3D data from tomography or other imaging techniques.

xeus-cling - Jupyter kernel for the C++ programming language

mammography_metarepository - Meta-repository of screening mammography classifiers

albumentations - Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

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