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Best Image Recognition Software with On Device & Edge Capabilities

Below are the top-rated Image Recognition Software with On Device & Edge capabilities, as verified by G2’s Research team. Real users have identified On Device & Edge as an important function of Image Recognition Software. Compare different products that offer this feature so you can decide which is best for your business needs.
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G2 takes pride in showing unbiased reviews on user satisfaction in our ratings and reports. We do not allow paid placements in any of our ratings, rankings, or reports. Learn about our scoring methodologies.

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6 Listings in Image Recognition Available
(15)4.2 out of 5
View top Consulting Services for Google Cloud AutoML Vision
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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 27% Enterprise
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Google Cloud AutoML Vision Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    AI Technology
    1
    Easy Training
    1
    Speed
    1
    Cons
    This product has not yet received any negative sentiments.
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Google Cloud AutoML Vision features and usability ratings that predict user satisfaction
    8.5
    Object Detection
    Average: 8.7
    8.0
    Ease of Use
    Average: 8.8
    8.5
    Custom Image Detection
    Average: 8.4
    8.5
    Bounding Boxes
    Average: 8.3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Google
    Year Founded
    1998
    HQ Location
    Mountain View, CA
    Twitter
    @google
    31,497,617 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    325,307 employees on LinkedIn®
    Ownership
    NASDAQ:GOOG
Product Description
How are these determined?Information
This description is provided by the seller.

Derive insights from your images in the cloud or at the edge with AutoML Vision or use pre-trained Vision API models to detect emotion, understand text, and more.

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 27% Enterprise
Google Cloud AutoML Vision Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
AI Technology
1
Easy Training
1
Speed
1
Cons
This product has not yet received any negative sentiments.
Google Cloud AutoML Vision features and usability ratings that predict user satisfaction
8.5
Object Detection
Average: 8.7
8.0
Ease of Use
Average: 8.8
8.5
Custom Image Detection
Average: 8.4
8.5
Bounding Boxes
Average: 8.3
Seller Details
Seller
Google
Year Founded
1998
HQ Location
Mountain View, CA
Twitter
@google
31,497,617 Twitter followers
LinkedIn® Page
www.linkedin.com
325,307 employees on LinkedIn®
Ownership
NASDAQ:GOOG
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Face++ provides APIs and SDKs for facial recognition.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 50% Enterprise
    • 33% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Face++ features and usability ratings that predict user satisfaction
    8.3
    Object Detection
    Average: 8.7
    8.9
    Ease of Use
    Average: 8.8
    8.9
    Custom Image Detection
    Average: 8.4
    8.3
    Bounding Boxes
    Average: 8.3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Face++
    HQ Location
    N/A
    Twitter
    @faceplusplus
    821 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    2 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Face++ provides APIs and SDKs for facial recognition.

Users
No information available
Industries
No information available
Market Segment
  • 50% Enterprise
  • 33% Mid-Market
Face++ features and usability ratings that predict user satisfaction
8.3
Object Detection
Average: 8.7
8.9
Ease of Use
Average: 8.8
8.9
Custom Image Detection
Average: 8.4
8.3
Bounding Boxes
Average: 8.3
Seller Details
Seller
Face++
HQ Location
N/A
Twitter
@faceplusplus
821 Twitter followers
LinkedIn® Page
www.linkedin.com
2 employees on LinkedIn®

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  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    WiZR is disrupting the video surveillance and analytics market utilizing industry-leading AI and IoT integration in a highly innovative and scalable platform.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Small-Business
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • WiZR Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Customer Support
    3
    Features
    2
    Ease of Use
    1
    User Interface
    1
    Cons
    Navigation Issues
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • WiZR features and usability ratings that predict user satisfaction
    7.5
    Object Detection
    Average: 8.7
    9.2
    Ease of Use
    Average: 8.8
    7.5
    Custom Image Detection
    Average: 8.4
    7.5
    Bounding Boxes
    Average: 8.3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    WiZR
    Year Founded
    2015
    HQ Location
    Santa Monica, US
    LinkedIn® Page
    www.linkedin.com
    6 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

WiZR is disrupting the video surveillance and analytics market utilizing industry-leading AI and IoT integration in a highly innovative and scalable platform.

Users
No information available
Industries
No information available
Market Segment
  • 100% Small-Business
WiZR Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Customer Support
3
Features
2
Ease of Use
1
User Interface
1
Cons
Navigation Issues
1
WiZR features and usability ratings that predict user satisfaction
7.5
Object Detection
Average: 8.7
9.2
Ease of Use
Average: 8.8
7.5
Custom Image Detection
Average: 8.4
7.5
Bounding Boxes
Average: 8.3
Seller Details
Seller
WiZR
Year Founded
2015
HQ Location
Santa Monica, US
LinkedIn® Page
www.linkedin.com
6 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Chooch makes cameras intelligent. The Chooch AI Vision platform combines the power of Generative AI and Computer Vision technology to help businesses gain real-time actionable insights from their vide

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 67% Small-Business
    • 33% Mid-Market
  • Pros and Cons
    Expand/Collapse Pros and Cons
  • Chooch Pros and Cons
    How are these determined?Information
    Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
    Pros
    Accuracy
    1
    AI Technology
    1
    Analysis Efficiency
    1
    Cloud Computing
    1
    Cloud Services
    1
    Cons
    Accuracy Issues
    1
    Error Handling
    1
    Inaccurate Recognition
    1
    Lacking Features
    1
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Chooch features and usability ratings that predict user satisfaction
    8.9
    Object Detection
    Average: 8.7
    10.0
    Ease of Use
    Average: 8.8
    7.2
    Custom Image Detection
    Average: 8.4
    6.7
    Bounding Boxes
    Average: 8.3
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Chooch
    Year Founded
    2015
    HQ Location
    San Mateo, California
    Twitter
    @Chooch_AI
    1,754 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    50 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Chooch makes cameras intelligent. The Chooch AI Vision platform combines the power of Generative AI and Computer Vision technology to help businesses gain real-time actionable insights from their vide

Users
No information available
Industries
No information available
Market Segment
  • 67% Small-Business
  • 33% Mid-Market
Chooch Pros and Cons
How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Accuracy
1
AI Technology
1
Analysis Efficiency
1
Cloud Computing
1
Cloud Services
1
Cons
Accuracy Issues
1
Error Handling
1
Inaccurate Recognition
1
Lacking Features
1
Chooch features and usability ratings that predict user satisfaction
8.9
Object Detection
Average: 8.7
10.0
Ease of Use
Average: 8.8
7.2
Custom Image Detection
Average: 8.4
6.7
Bounding Boxes
Average: 8.3
Seller Details
Seller
Chooch
Year Founded
2015
HQ Location
San Mateo, California
Twitter
@Chooch_AI
1,754 Twitter followers
LinkedIn® Page
www.linkedin.com
50 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Cloudsight is an image recognition API providing true understanding for your digital media.

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • CloudSight API features and usability ratings that predict user satisfaction
    0.0
    No information available
    10.0
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Year Founded
    2012
    HQ Location
    Los Angeles, US
    Twitter
    @CloudSightAPI
    224 Twitter followers
    LinkedIn® Page
    www.linkedin.com
    11 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Cloudsight is an image recognition API providing true understanding for your digital media.

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
CloudSight API features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
Seller Details
Year Founded
2012
HQ Location
Los Angeles, US
Twitter
@CloudSightAPI
224 Twitter followers
LinkedIn® Page
www.linkedin.com
11 employees on LinkedIn®
  • Overview
    Expand/Collapse Overview
  • Product Description
    How are these determined?Information
    This description is provided by the seller.

    Pilot AI is a drop-in neural network solution for computer vision applications. The platform handles data ingestion, data labeling, model training, and on-camera applications ranging from object detec

    Users
    No information available
    Industries
    No information available
    Market Segment
    • 100% Mid-Market
  • User Satisfaction
    Expand/Collapse User Satisfaction
  • Pilot AI features and usability ratings that predict user satisfaction
    0.0
    No information available
    10.0
    Ease of Use
    Average: 8.8
    0.0
    No information available
    0.0
    No information available
  • Seller Details
    Expand/Collapse Seller Details
  • Seller Details
    Seller
    Pilot AI
    Year Founded
    2017
    HQ Location
    Irvine, California, United States
    LinkedIn® Page
    www.linkedin.com
    251 employees on LinkedIn®
Product Description
How are these determined?Information
This description is provided by the seller.

Pilot AI is a drop-in neural network solution for computer vision applications. The platform handles data ingestion, data labeling, model training, and on-camera applications ranging from object detec

Users
No information available
Industries
No information available
Market Segment
  • 100% Mid-Market
Pilot AI features and usability ratings that predict user satisfaction
0.0
No information available
10.0
Ease of Use
Average: 8.8
0.0
No information available
0.0
No information available
Seller Details
Seller
Pilot AI
Year Founded
2017
HQ Location
Irvine, California, United States
LinkedIn® Page
www.linkedin.com
251 employees on LinkedIn®