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Compare Google Cloud Vision API and OpenCV

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At a Glance
Google Cloud Vision API
Google Cloud Vision API
Star Rating
(83)4.4 out of 5
Market Segments
Small-Business (54.9% of reviews)
Information
Entry-Level Pricing
Free Trial Per Month
Browse all 2 pricing plans
OpenCV
OpenCV
Star Rating
(39)4.5 out of 5
Market Segments
Small-Business (36.8% of reviews)
Information
Entry-Level Pricing
No pricing available
Learn more about OpenCV
AI Generated Summary
AI-generated. Powered by real user reviews.
  • Users report that Google Cloud Vision API excels in Object Detection with a score of 9.3, making it a preferred choice for applications requiring high accuracy in identifying and classifying objects within images. In contrast, OpenCV, while strong in many areas, does not have a dedicated score for this feature, which may limit its effectiveness for users focused on object recognition.
  • Reviewers mention that Google Cloud Vision API's Text Detection capabilities are impressive, scoring 9.2, which is particularly beneficial for businesses needing to extract text from images. OpenCV, while capable of text detection, does not provide the same level of built-in support or ease of use, leading to a more complex implementation process.
  • G2 users highlight that Google Cloud Vision API offers superior Integrations with a score of 9.1, allowing for seamless connectivity with other Google services and third-party applications. OpenCV, being an open-source library, requires more manual integration efforts, which can be a drawback for users looking for quick deployment.
  • Users on G2 report that Google Cloud Vision API has a higher Ease of Use rating of 8.9 compared to OpenCV's 7.8, indicating that Google’s solution is more user-friendly, especially for those without extensive programming knowledge. This ease of use is a significant advantage for small businesses looking to implement image analysis without a steep learning curve.
  • Reviewers mention that OpenCV shines in Custom Image Detection with a score of 9.0, allowing users to train models tailored to specific needs. This flexibility is often praised by developers who require a high degree of customization, whereas Google Cloud Vision API, while powerful, may not offer the same level of customization for unique use cases.
  • Users say that Google Cloud Vision API's Quality of Support is rated at 8.7, which is higher than OpenCV's 8.4. This difference suggests that users of Google Cloud Vision API may have better access to resources and assistance, which can be crucial for businesses that rely on timely support for their image processing needs.
Pricing
Entry-Level Pricing
Google Cloud Vision API
Free Trial
Free Trial
Per Month
Browse all 2 pricing plans
OpenCV
No pricing available
Free Trial
Google Cloud Vision API
Free Trial is available
OpenCV
No trial information available
Ratings
Meets Requirements
8.8
75
8.7
35
Ease of Use
8.9
74
7.8
35
Ease of Setup
8.8
33
8.4
30
Ease of Admin
8.0
29
8.7
27
Quality of Support
8.7
69
8.4
32
Has the product been a good partner in doing business?
8.7
27
9.1
27
Product Direction (% positive)
8.9
73
8.3
34
Features by Category
8.8
55
Not enough data
Recognition Type
8.3
51
Not enough data
9.3
51
Not enough data
9.2
53
Not enough data
8.3
48
Not enough data
8.6
45
Not enough data
9.0
50
Not enough data
8.7
47
Not enough data
8.6
45
Not enough data
Facial Recognition
9.0
48
Not enough data
8.7
44
Not enough data
Labeling
8.8
46
Not enough data
8.9
44
Not enough data
9.0
46
Not enough data
Deployment
9.1
47
Not enough data
Categories
Categories
Shared Categories
Google Cloud Vision API
Google Cloud Vision API
OpenCV
OpenCV
Google Cloud Vision API and OpenCV are categorized as Image Recognition
Unique Categories
Google Cloud Vision API
Google Cloud Vision API has no unique categories
OpenCV
OpenCV has no unique categories
Reviews
Reviewers' Company Size
Google Cloud Vision API
Google Cloud Vision API
Small-Business(50 or fewer emp.)
54.9%
Mid-Market(51-1000 emp.)
19.5%
Enterprise(> 1000 emp.)
25.6%
OpenCV
OpenCV
Small-Business(50 or fewer emp.)
36.8%
Mid-Market(51-1000 emp.)
31.6%
Enterprise(> 1000 emp.)
31.6%
Reviewers' Industry
Google Cloud Vision API
Google Cloud Vision API
Information Technology and Services
24.4%
Computer Software
19.5%
Transportation/Trucking/Railroad
3.7%
Financial Services
3.7%
Banking
3.7%
Other
45.1%
OpenCV
OpenCV
Computer Software
36.8%
Information Technology and Services
21.1%
Higher Education
10.5%
Industrial Automation
5.3%
Financial Services
5.3%
Other
21.1%
Alternatives
Google Cloud Vision API
Google Cloud Vision API Alternatives
Clarifai
Clarifai
Add Clarifai
Microsoft Computer Vision API
Microsoft Computer Vision API
Add Microsoft Computer Vision API
Amazon Rekognition
Rekognition
Add Amazon Rekognition
Azure Face API
Azure Face API
Add Azure Face API
OpenCV
OpenCV Alternatives
Microsoft Computer Vision API
Microsoft Computer Vision API
Add Microsoft Computer Vision API
Amazon Rekognition
Rekognition
Add Amazon Rekognition
scikit-image
scikit-image
Add scikit-image
Azure Face API
Azure Face API
Add Azure Face API
Discussions
Google Cloud Vision API
Google Cloud Vision API Discussions
Monty the Mongoose crying
Google Cloud Vision API has no discussions with answers
OpenCV
OpenCV Discussions
What algorithm does OpenCV use?
1 Comment
Palash D.
PD
FisherFace Recognizer , I have personally used it for emotion detection from human faceRead more
What is OpenCV used for?
1 Comment
ARJUN V.
AV
It is mainly used in computer vision related projects.Read more
Monty the Mongoose crying
OpenCV has no more discussions with answers