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Compare Google Cloud Vision API and scikit-image 
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At a Glance
Market Segments
Small-Business (54.9% of reviews)
Enterprise (38.5% of reviews)
Entry-Level Pricing
Free Trial Per Month
No pricing available
Google Cloud Vision API
Star Rating
(83)4.4 out of 5
Market Segments
Small-Business (54.9% of reviews)
Pros & Cons
Entry-Level Pricing
Free Trial Per Month
Browse all 2 pricing plansscikit-image
Star Rating
(13)4.4 out of 5
Market Segments
Enterprise (38.5% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about scikit-imageSummary
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 precise identification of various objects within images. In contrast, scikit-image, while robust, does not specialize in this area, leading to less favorable outcomes for users needing advanced object recognition.
- Reviewers mention that Google Cloud Vision API's Text Detection feature, rated at 9.2, is particularly effective for extracting text from images, which is crucial for businesses that rely on document processing. Scikit-image, however, lacks dedicated text detection capabilities, which can be a significant drawback for users focused on OCR tasks.
- G2 users highlight that scikit-image shines in Ease of Setup with a score of 9.2, making it more accessible for users who may not have extensive technical expertise. In comparison, Google Cloud Vision API has a slightly lower score of 8.8, indicating that some users may find it more complex to implement.
- Users on G2 report that Google Cloud Vision API offers superior Integrations with a score of 9.1, allowing seamless connectivity with other Google services and third-party applications. This is a significant advantage for businesses looking to create a comprehensive tech stack, whereas scikit-image's integration capabilities are more limited.
- Reviewers say that Google Cloud Vision API's Facial Analysis feature, rated at 9.0, is highly regarded for its accuracy in identifying emotions and demographics, which is beneficial for marketing and user engagement strategies. Scikit-image does not provide specialized facial recognition features, which may limit its appeal for users in this domain.
- Users report that scikit-image is favored for its Custom Image Detection capabilities, scoring 9.0, which allows for tailored solutions in image processing tasks. Google Cloud Vision API, while powerful, may not offer the same level of customization, leading some users to prefer scikit-image for specific project needs.
Pricing
Entry-Level Pricing
Google Cloud Vision API
Free Trial
Free Trial
Per Month
Charges are incurred per image. For files with multiple pages, such as PDF files, each page is treated as an individual image. Each feature applied to an image is a billable unit.
- The first 1000 units used each month are free, units 1001 to 5,000,000 are priced as marked in the Standard Pricing.
- New customers get $300 in free credits to spend on Vision API.
scikit-image
No pricing availableFree Trial
Google Cloud Vision API
Free Trial is available
scikit-image
No trial information availableRatings
Meets Requirements
8.8
75
8.9
12
Ease of Use
8.9
74
8.8
12
Ease of Setup
8.8
33
9.2
10
Ease of Admin
8.0
29
8.2
10
Quality of Support
8.7
69
8.5
11
Has the product been a good partner in doing business?
8.7
27
9.3
9
Product Direction (% positive)
8.9
73
10.0
12
Features by Category
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 and scikit-image are categorized as Image Recognition
Unique Categories
Google Cloud Vision API has no unique categories
scikit-image has no unique categories
Reviews
Reviewers' Company Size
Google Cloud Vision API
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
scikit-image
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
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%
Computer Software
30.8%
Information Technology and Services
23.1%
Higher Education
23.1%
Research
7.7%
Management Consulting
7.7%
Other
7.7%
Alternatives
Discussions
Google Cloud Vision API has no discussions with answers
scikit-image has no discussions with answers
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