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Google Cloud AutoML Vision

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Ratings

G2
4.2/5
(15)
Glassdoor
3.5/5
(2)

Google Cloud AutoML Vision description

Google Cloud AutoML Vision is a suite of machine learning tools that can analyze images and videos for you. It offers pre-trained models to detect objects, faces, emotions, text, and more. You can use it to understand customer sentiment from images, extract information from documents, or moderate content automatically. While it offers ready-to-use solutions for common use cases, Google Cloud AutoML Vision also allows for the creation of custom models for more specialized needs.

Who is Google Cloud AutoML Vision best for

Google Cloud AutoML Vision is an ideal solution for businesses seeking to analyze images and videos without extensive machine learning expertise. It offers pre-trained models for common tasks and allows custom model creation. With a tiered pricing model starting with free usage, it caters to various needs and budgets. A 4.2/5 rating from 15 reviews on G2 reflects positive user experiences.

  • Best fit for small and enterprise companies.

  • Suitable for various industries needing image analysis.

Google Cloud AutoML Vision features

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Provides various pre-trained models for common vision tasks like object detection, face detection, emotion recognition, text extraction, etc.
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Offers the ability to train custom models for specialized vision tasks.
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Offers Vision API for easy integration of vision capabilities into applications.
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Supports video analysis with features like object tracking, scene understanding, and activity recognition.
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Provides Visual Inspection AI for automating quality control and defect detection in industrial environments.
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Offers Vertex AI Vision as a unified platform for developing and managing custom vision applications.
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Provides Document AI platform for automated document processing and data extraction.

Google Cloud AutoML Vision pricing

The commentary is based on 2 reviews from Google Cloud AutoML Vision G2 reviews.

Google Cloud AutoML Vision offers a good price-to-value ratio, especially for its ease of use and pre-trained models. However, costs can accumulate with higher usage volumes, potentially prompting exploration of alternative solutions for large-scale deployments.

See the Google Cloud AutoML Vision pricing page.

  • Google Cloud AutoML Vision has a free plan.

Label Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $1.00 per 1000 units for 5,000,001 units and higher / month

Label Detection analyzes images and adds labels based on the identified content.

Text Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Text Detection performs Optical Character Recognition (OCR) on text within images, optimized for areas of sparse text within a larger image.

Document Text Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Document Text Detection performs OCR on dense text images like documents (PDF/TIFF) and images with handwriting.

Safe Search (explicit content) Detection

Free with Label Detection, or $1.50 per 1000 units for units 1001 - 5,000,000 / month, Free with Label Detection, or $0.60 per 1000 units for 5,000,001 units and higher / month

Safe Search (explicit content) Detection identifies potentially unsafe or undesirable content in images.

Facial Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Facial Detection detects faces within images.

Facial Detection - Celebrity Recognition

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Facial Detection - Celebrity Recognition identifies celebrities within detected faces in images.

Landmark Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Landmark Detection detects geographic landmarks within images.

Logo Detection

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Logo Detection identifies company logos within images.

Image Properties

$1.50 per 1000 units for units 1001 - 5,000,000 / month, $0.60 per 1000 units for 5,000,001 units and higher / month

Image Properties computes a set of image properties, such as dominant colors.

Crop Hints

Free with Image Properties, or $1.50 per 1000 units for units 1001 - 5,000,000 / month, Free with Image Properties, or $0.60 per 1000 units for 5,000,001 units and higher / month

Crop Hints suggests vertices for a crop region on an image.

Web Detection

$3.50 per 1000 units for units 1001 - 5,000,000 / month, Custom for 5,000,001 units and higher / month

Web Detection detects topical entities like news, events, or celebrities within images and finds similar images on the web.

Object Localization

$2.25 per 1000 units for units 1001 - 5,000,000 / month, $1.50 per 1000 units for 5,000,001 units and higher / month

Object Localization detects and extracts multiple objects within an image.

Google Cloud AutoML Vision alternatives

  • Logo of Edge Impulse
    Edge Impulse
    Better for enterprise companies. Focuses on deploying AI to edge devices, enabling faster decision-making and real-time insights. Has more momentum.
    Read more
  • Logo of Google Cloud AutoML Natural Language
    Google Cloud AutoML Natural Language
    Better for text analysis, natural language processing tasks like sentiment analysis and entity recognition. Slightly better rated by users as a Google Cloud AutoML Vision competitor.
    Read more
  • Logo of TensorFlow
    TensorFlow
    Better for users with coding experience seeking flexibility. Open-source, free TensorFlow is a Google Cloud AutoML Vision alternative best for education and IT, though more difficult to use. It has broader industry applications and more features like model exporting and GPU training.
    Read more
  • Logo of Datature
    Datature
    Better fit for enterprise companies. Offers GPU training, large dataset support, and edge deployment. Intuitive interface and excellent customer support. More positive user reviews. Google Cloud AutoML Vision alternative.
    Read more
  • Logo of MATLAB
    MATLAB
    Better for users with advanced mathematical modeling and simulation needs. Favored by enterprise companies and in industries like healthcare, finance, and engineering. A powerful Google Cloud AutoML Vision alternative but expensive and has a steeper learning curve.
    Read more
  • Logo of Aporia
    Aporia
    Better for securing and monitoring deployed AI models, especially chatbots. Higher rated by users, focusing on ease of use and customer support. Aporia is growing faster.
    Read more

Google Cloud AutoML Vision FAQ

  • What is Google Cloud AutoML Vision and what does Google Cloud AutoML Vision do?

    Google Cloud AutoML Vision is a machine learning suite for image and video analysis. It offers pre-trained models for object detection, facial recognition, and text extraction, enabling custom model creation. This empowers businesses to automate content moderation, analyze customer sentiment, and extract information from images.

  • How does Google Cloud AutoML Vision integrate with other tools?

    Google Cloud AutoML Vision integrates seamlessly with other Google Cloud services. It can be incorporated into existing workflows and applications using its REST API. This allows developers to leverage its capabilities for image and video analysis tasks directly within their projects.

  • What the main competitors of Google Cloud AutoML Vision?

    Top alternatives to Google Cloud AutoML Vision include Datature, Edge Impulse, and TensorFlow. These platforms offer similar image analysis capabilities, with varying focuses on custom model creation, edge computing, and open-source flexibility. Other options like MATLAB and Aporia offer more specialized functionalities.

  • Is Google Cloud AutoML Vision legit?

    Yes, Google Cloud AutoML Vision is a legitimate product from Google. It offers pre-trained and custom image analysis models. With a 4.2/5 rating on G2, it appears to be a safe and reliable choice for image and video analysis.

  • How much does Google Cloud AutoML Vision cost?

    Google Cloud AutoML Vision pricing is tiered, starting with a free tier for the first 1000 units per feature. Most features cost $1.50 per 1000 units, decreasing to $0.60 for higher volumes. Web Detection and Object Localization have different pricing. Custom pricing is available.

  • Is Google Cloud AutoML Vision customer service good?

    There is no information available about the customer service quality of Google Cloud AutoML Vision. However, it has an average rating of 4.2/5 from 15 reviews on G2.

Reviewed by

MK
Michal Kaczor
CEO at Gralio

Michal has worked at startups for many years and writes about topics relating to software selection and IT management. As a former consultant for Bain, a business advisory company, he also knows how to understand needs of any business and find solutions to its problems.

TT
Tymon Terlikiewicz
CTO at Gralio

Tymon is a seasoned CTO who loves finding the perfect tools for any task. He recently headed up the tech department at Batmaid, a well-known Swiss company, where he managed about 60 software purchases, including CX, HR, Payroll, Marketing automation and various developer tools.