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  1. Stackups
  2. Application & Data
  3. Image Optimization
  4. Image Processing And Management
  5. imgix vs scikit-image

imgix vs scikit-image

OverviewComparisonAlternatives

Overview

imgix
imgix
Stacks214
Followers322
Votes177
scikit-image
scikit-image
Stacks311
Followers129
Votes12
GitHub Stars6.4K
Forks2.3K

imgix vs scikit-image: What are the differences?

imgix: Real-time image resizing service and CDN. imgix is a real-time image processing service and CDN. Resize, crop, and edit images simply by changing their URLs; scikit-image: Image processing in Python. scikit-image is a collection of algorithms for image processing.

imgix and scikit-image can be primarily classified as "Image Processing and Management" tools.

Some of the features offered by imgix are:

  • Process Images - Resize, crop, and composite multiple images simply by changing their URLs.
  • Optimize Images - Change output formats, device-pixel ratios, and chroma subsampling rates.
  • Make Images Responsive - Easily integrate imgix into the latest HTML5 responsive image standards without reprocessing your entire image library.

On the other hand, scikit-image provides the following key features:

  • Provides I/O, filtering, morphology, transformations, measurement, annotation, color conversions, test data sets, etc.
  • Written in Python with a well-commented source code
  • Has had 5,709 commits made by 116 contributors representing 29,953 lines of code

"Image processing on demand" is the top reason why over 23 developers like imgix, while over 5 developers mention "More powerful" as the leading cause for choosing scikit-image.

scikit-image is an open source tool with 3.1K GitHub stars and 1.31K GitHub forks. Here's a link to scikit-image's open source repository on GitHub.

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Detailed Comparison

imgix
imgix
scikit-image
scikit-image

imgix is the leading platform for end-to-end visual media processing. With robust APIs, SDKs, and integrations, imgix empowers developers to optimize, transform, manage, and deliver images and videos at scale through simple URL parameters.

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

Image API - Resize, crop, and composite multiple images by changing their URLs. Change output formats, device-pixel ratios, and chroma subsampling rates.; Responsive Images - Integrate imgix into the latest imaging standards without reprocessing your entire image library.; Video API - process, optimize, and deliver your streaming videos.; Asset Manager - Search, visualize, browse, and organize any assets in your cloud storage bucket.; Image Editing - Make simple edits (focalpoint crop, width/height adjustments, format changes) directly in Asset Manager and easily download or copy a link to a modified image.; Deliver - Leverage the imgix global CDN with more than 20 POPs worldwide.;
Provides I/O, filtering, morphology, transformations, measurement, annotation, color conversions, test data sets, etc.;Written in Python with a well-commented source code;Has had 5,709 commits made by 116 contributors representing 29,953 lines of code;Released under BSD-3-Clause license
Statistics
GitHub Stars
-
GitHub Stars
6.4K
GitHub Forks
-
GitHub Forks
2.3K
Stacks
214
Stacks
311
Followers
322
Followers
129
Votes
177
Votes
12
Pros & Cons
Pros
  • 28
    Image processing on demand
  • 24
    Easy setup
  • 18
    Reduce Development Costs
  • 18
    Smart Cropping
  • 15
    Efficient
Pros
  • 6
    More powerful
  • 4
    Anaconda compatibility
  • 2
    Great documentation
Integrations
AngularJS
AngularJS
WordPress
WordPress
Amazon S3
Amazon S3
Rails
Rails
Objective-C
Objective-C
Google Cloud Storage
Google Cloud Storage
Magento
Magento
Gatsby
Gatsby
JavaScript
JavaScript
Drift
Drift
No integrations available

What are some alternatives to imgix, scikit-image?

Cloudinary

Cloudinary

Cloudinary is a cloud-based service that streamlines websites and mobile applications' entire image and video management needs - uploads, storage, administration, manipulations, and delivery.

OpenCV

OpenCV

OpenCV was designed for computational efficiency and with a strong focus on real-time applications. Written in optimized C/C++, the library can take advantage of multi-core processing. Enabled with OpenCL, it can take advantage of the hardware acceleration of the underlying heterogeneous compute platform.

ImageKit

ImageKit

ImageKit offers a real-time URL-based API for image & video optimization, streaming, and 50+ transformations to deliver perfect visual experiences on websites and apps. It also comes integrated with a Digital Asset Management solution.

Cloudimage

Cloudimage

Effortless image resizing, optimization and CDN delivery. Make your site fully responsive and really fast.

Kraken.io

Kraken.io

It supports JPEG, PNG and GIF files. You can optimize your images in two ways - by providing an URL of the image you want to optimize or by uploading an image file directly to its API.

ImageEngine

ImageEngine

ImageEngine is an intelligent Image CDN that dynamically optimizes image content tailored to the end users device. Using device intelligence at the CDN edge, developers can greatly simplify their image management process while accelerating their site.

FFMPEG

FFMPEG

The universal multimedia toolkit.

GStreamer

GStreamer

It is a library for constructing graphs of media-handling components. The applications it supports range from simple Ogg/Vorbis playback, audio/video streaming to complex audio (mixing) and video (non-linear editing) processing.

GraphicsMagick

GraphicsMagick

GraphicsMagick is the swiss army knife of image processing. Comprised of 267K physical lines (according to David A. Wheeler's SLOCCount) of source code in the base package (or 1,225K including 3rd party libraries) it provides a robust and efficient collection of tools and libraries which support reading, writing, and manipulating an image in over 88 major formats including important formats like DPX, GIF, JPEG, JPEG-2000, PNG, PDF, PNM, and TIFF.

Piio

Piio

Piio, Inc. offers a superior set of products with the most advanced technology for image optimization and web performance. Piio is helping over 5000 companies and developers and delivering billions of images to users around the globe.

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