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  1. Stackups
  2. Application & Data
  3. Image Optimization
  4. Image Processing And Management
  5. Cloudinary vs Google Cloud Vision API

Cloudinary vs Google Cloud Vision API

OverviewComparisonAlternatives

Overview

Cloudinary
Cloudinary
Stacks634
Followers594
Votes179
Google Cloud Vision API
Google Cloud Vision API
Stacks139
Followers276
Votes16

Cloudinary vs Google Cloud Vision API: What are the differences?

What is Cloudinary? An end-to-end image & video management solution for your web and mobile applications. Cloudinary is a cloud-based service that streamlines websites and mobile applications' entire image and video management needs - uploads, storage, administration, manipulations, and delivery.

What is Google Cloud Vision API? Understand the content of an image by encapsulating powerful machine learning models. Google Cloud Vision API enables developers to understand the content of an image by encapsulating powerful machine learning models in an easy to use REST API.

Cloudinary belongs to "Image Processing and Management" category of the tech stack, while Google Cloud Vision API can be primarily classified under "Image Analysis API".

Some of the features offered by Cloudinary are:

  • Upload images to a cloud-based storage
  • Upload video to cloud-based storage
  • Automatic backup and revision tracking

On the other hand, Google Cloud Vision API provides the following key features:

  • Powerful Image Analysis
  • Insight From Your Images
  • Detect Inappropriate Content

ebay, Myntra, and Movielala are some of the popular companies that use Cloudinary, whereas Google Cloud Vision API is used by S.C. Galec, nurx, and intelygenz. Cloudinary has a broader approval, being mentioned in 115 company stacks & 39 developers stacks; compared to Google Cloud Vision API, which is listed in 25 company stacks and 8 developer stacks.

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Detailed Comparison

Cloudinary
Cloudinary
Google Cloud Vision API
Google Cloud Vision API

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

Google Cloud Vision API enables developers to understand the content of an image by encapsulating powerful machine learning models in an easy to use REST API.

Upload images to a cloud-based storage; Upload video to cloud-based storage; Automatic backup and revision tracking; Many image manipulation capabilities & effects; Smart resizing & face detection based thumbnails; Handling PDFs, sprites, watermarks, social profile pictures; Fast CDN delivery with advanced caching; Automatic image optimization; Powerful dashboard, media library and reports; RESTful APIs, intuitive URL based transformations; Image metadata and semantic data extraction; Integration SDKs for web & mobile frameworks; Custom domain (CNAME) support; Authenticated URLs; On-the-fly Video transcoding ; On-the-fly Video overlays;
Powerful Image Analysis; Insight From Your Images; Detect Inappropriate Content; Image Sentiment Analysis; Extract Text
Statistics
Stacks
634
Stacks
139
Followers
594
Followers
276
Votes
179
Votes
16
Pros & Cons
Pros
  • 37
    Easy setup
  • 31
    Fast image delivery
  • 26
    Vast array of image manipulation capabilities
  • 21
    Free tier
  • 11
    Heroku add-on
Cons
  • 5
    Paid plan is expensive
Pros
  • 9
    Image Recognition
  • 7
    Built by Google
Integrations
Microsoft Azure
Microsoft Azure
AppHarbor
AppHarbor
Heroku
Heroku
Node.js
Node.js
Django
Django
WordPress
WordPress
Google App Engine
Google App Engine
Ruby
Ruby
Python
Python
Java
Java
No integrations available

What are some alternatives to Cloudinary, Google Cloud Vision API?

imgix

imgix

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.

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.

scikit-image

scikit-image

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

Tesseract OCR

Tesseract OCR

Tesseract was originally developed at Hewlett-Packard Laboratories Bristol and at Hewlett-Packard Co, Greeley Colorado between 1985 and 1994, with some more changes made in 1996 to port to Windows, and some C++izing in 1998. In 2005 Tesseract was open sourced by HP. Since 2006 it is developed by Google.

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.

Amazon Rekognition

Amazon Rekognition

Amazon Rekognition is a service that makes it easy to add image analysis to your applications. With Rekognition, you can detect objects, scenes, and faces in images. You can also search and compare faces. Rekognition’s API enables you to quickly add sophisticated deep learning-based visual search and image classification to your applications.

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