Software Alternatives & Reviews

ITK VS Microsoft Computer Vision API

Compare ITK VS Microsoft Computer Vision API and see what are their differences

ITK logo ITK

ITK is an open-source, cross-platform library that provides developers with an extensive suite of software tools for image analysis.

Microsoft Computer Vision API logo Microsoft Computer Vision API

Extract rich information from images and analyze content with Computer Vision, an Azure Cognitive Service.
  • ITK Landing page
    Landing page //
    2022-03-11
  • Microsoft Computer Vision API Landing page
    Landing page //
    2023-01-29

ITK videos

Skincare 101 | Our new skincare line itk

More videos:

  • Review - ITK Skincare Unboxing - Vegan, Cruelty Free, Sulfate Free,  Parabens Free, & Fragrance-Free

Microsoft Computer Vision API videos

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Category Popularity

0-100% (relative to ITK and Microsoft Computer Vision API)
Data Science And Machine Learning
Image Analysis
0 0%
100% 100
Python Tools
100 100%
0% 0
OCR
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare ITK and Microsoft Computer Vision API

ITK Reviews

Top 8 Image-Processing Python Libraries Used in Machine Learning
ITK or Insight Segmentation and Registration Toolkit is an open-source platform that is widely used for Image Segmentation and Image Registration (a process that overlays two or more images).
Source: neptune.ai

Microsoft Computer Vision API Reviews

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Social recommendations and mentions

Based on our record, Microsoft Computer Vision API should be more popular than ITK. It has been mentiond 6 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

ITK mentions (4)

  • Create Elegant C++ Spatial Processing Pipelines in WebAssembly
    The itkImage.h header is ITK's standard n-dimensional image data structure. - Source: dev.to / about 1 year ago
  • Welcome and guide first-time contributors with a GitHub Action
    In this post, we review how the Insight Toolkit (ITK) leverages the first-interaction GitHub Action to communicate our appreciation of the efforts of first-time contributors, establish norms for behavior, and provide civil pointers on where to find more information. - Source: dev.to / over 1 year ago
  • How to raise the quality of scientific Jupyter notebooks
    Jupyter has emerged as a fundamental component in artificial intelligence (AI) solution development and scientific inquiry. Jupyter notebooks are prevelant in modern education, commercial applications, and academic research. The Insight Toolkit (ITK) is an open source, cross-platform toolkit for N-dimensional processing, segmentation, and registration used to obtain quantitative insights from medical,... - Source: dev.to / over 1 year ago
  • Holy shit, it really seems to be working!
    It also depends heavily on the toolchain. One of the first successful toolkits used to circumvent image-based security measures was ITK, originally a toolkit for medical image processing. That's not even using AI (at least back then). Here you build "piplines" by lego'ing together functions like building blocks, there are rules to it, but the sleek interface design make it very versatile. It was a nightmare to... Source: almost 2 years ago

Microsoft Computer Vision API mentions (6)

  • Bing allows visual inputs now
    Https://azure.microsoft.com/en-us/products/cognitive-services/vision-services/ It's this However, the CODENAME is Chameleon Sorry for the confusion. Source: 11 months ago
  • Markdown Accessibility Github Action
    This action searches through all markdown files in all folders. If an image does not have an alt text, the action uses the microsoft/git-base-coco model from HuggingFace to generate alt text. The end user can also create and use their Azure Computer Vision resource for alt text generation by providing their key and endpoint as repository secrets. When using the Azure Computer Vision Resource, they can also specify... - Source: dev.to / 11 months ago
  • I'm looking for a free tier cloud provider for hosting Django and Angular
    Azure Cognitive Services for Vision? https://azure.microsoft.com/en-us/products/cognitive-services/vision-services/. Source: 12 months ago
  • https://www.infoq.com/news/2022/10/azure-computer-vision-api/
    Recently Microsoft announced the public preview of a new version of the Computer Vision Image Analysis API, making all visual image features ranging from Optical Character Recognition (OCR) to object detection, available through a single endpoint.  This is the 4th version of the API, and more details are disclosed in the news item: https://www.infoq.com/news/2022/10/azure-computer-vision-api/. Source: over 1 year ago
  • angularday report
    Very interesting topic about integration of Microsoft Cognitive Services Computer Vision APIs with Angular app. While there was no talk about some specific Angular techniques, this speech showed how easy it could be to implement a text recognition feature by using easy-to-use services provided by Azure Cloud. I was impressed. Now I am familiar with following aspects:. - Source: dev.to / over 2 years ago
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What are some alternatives?

When comparing ITK and Microsoft Computer Vision API, you can also consider the following products

OpenCV - OpenCV is the world's biggest computer vision library

Mahotas - Mahotas is a computer vision and image processing library for Python.

Amazon Rekognition - Add Amazon's advanced image analysis to your applications.

SciPy - SciPy is a Python-based ecosystem of open-source software for mathematics, science, and engineering. 

Google Vision AI - Cloud Vision API provides a comprehensive set of capabilities including object detection, ocr, explicit content, face, logo, and landmark detection.

Scikit Image - scikit-image is a collection of algorithms for image processing.