×
1 Choose EITC/EITCA Certificates
2 Learn and take online exams
3 Get your IT skills certified

Confirm your IT skills and competencies under the European IT Certification framework from anywhere in the world fully online.

EITCA Academy

Digital skills attestation standard by the European IT Certification Institute aiming to support Digital Society development

LOG IN TO YOUR ACCOUNT BY EITHER YOUR USERNAME OR EMAIL ADDRESS

CREATE AN ACCOUNT FORGOT YOUR PASSWORD?

FORGOT YOUR DETAILS?

AAH, WAIT, I REMEMBER NOW!

CREATE AN ACCOUNT

ALREADY HAVE AN ACCOUNT?
EUROPEAN INFORMATION TECHNOLOGIES CERTIFICATION ACADEMY - ATTESTING YOUR PROFESSIONAL DIGITAL SKILLS
  • SIGN UP
  • LOGIN
  • INFO

EITCA Academy

EITCA Academy

The European Information Technologies Certification Institute - EITCI ASBL

Certification Authority

EITCI Institute

Brussels, European Union

Governing European IT Certification (EITC) standard in support of the IT professionalism and Digital Society

  • CERTIFICATES
    • EITCA ACADEMIES
      • EITCA ACADEMIES CATALOGUE<
      • EITCA/CG COMPUTER GRAPHICS
      • EITCA/IS INFORMATION SECURITY
      • EITCA/BI BUSINESS INFORMATION
      • EITCA/KC KEY COMPETENCIES
      • EITCA/EG E-GOVERNMENT
      • EITCA/WD WEB DEVELOPMENT
      • EITCA/AI ARTIFICIAL INTELLIGENCE
    • EITC CERTIFICATES
      • EITC CERTIFICATES CATALOGUE<
      • COMPUTER GRAPHICS CERTIFICATES
      • WEB DESIGN CERTIFICATES
      • 3D DESIGN CERTIFICATES
      • OFFICE IT CERTIFICATES
      • BITCOIN BLOCKCHAIN CERTIFICATE
      • WORDPRESS CERTIFICATE
      • CLOUD PLATFORM CERTIFICATENEW
    • EITC CERTIFICATES
      • INTERNET CERTIFICATES
      • CRYPTOGRAPHY CERTIFICATES
      • BUSINESS IT CERTIFICATES
      • TELEWORK CERTIFICATES
      • PROGRAMMING CERTIFICATES
      • DIGITAL PORTRAIT CERTIFICATE
      • WEB DEVELOPMENT CERTIFICATES
      • DEEP LEARNING CERTIFICATESNEW
    • CERTIFICATES FOR
      • EU PUBLIC ADMINISTRATION
      • TEACHERS AND EDUCATORS
      • IT SECURITY PROFESSIONALS
      • GRAPHICS DESIGNERS & ARTISTS
      • BUSINESSMEN AND MANAGERS
      • BLOCKCHAIN DEVELOPERS
      • WEB DEVELOPERS
      • CLOUD AI EXPERTSNEW
  • FEATURED
  • SUBSIDY
  • HOW IT WORKS
  •   IT ID
  • ABOUT
  • CONTACT
  • MY ORDER
    Your current order is empty.
EITCIINSTITUTE
CERTIFIED

EITC/AI/GVAPI Google Vision API

by admin / Friday, 05 February 2021 / Published in Uncategorized
Current Status
Not Enrolled
Price
€110
Get Started
Enrol for this Certification

EITC/AI/GVAPI Google Vision API is the European IT Certification programme on using Google Cloud’s artificial intelligence Vision API for pre-trained image understanding.

The curriculum of the EITC/AI/GVAPI Google Vision API focuses on practical skills in using automatic machine learning image analysis Google Vision API (application programming interface) services organized within the following structure, encompassing comprehensive video didactic content as a reference for this EITC Certification.

Google Vision API is a Google Cloud Platform’s image analysis service based on pre-trained and continously advancing machine learning with sophisticated implementations of deep learning involved. It is one of the industry-leading standards in accuracy for artificial intelligence image understanding. The EITC/AI/GVAPI Google Vision API referenced curriculum focuses on working with vision AI in Python through Google Cloud’s Vision API, which is a powerful AI cloud service offering pre-trained and ever advancing machine learning models. Using the Vision AI, one can perform tasks in understanding of visual data, such as assigning labels to images to organize large images databases, getting recommended crop vertices, detecting famous landscapes or places, extracting texts, and many other things.

Google Cloud offers two computer vision services (jointly referred to as Vision AI) that use machine learning to understand images and videos with high prediction accuracy, i.e. AutoML Vision and the Vision API. The AutoML Vision automates training of the custom machine learning models. It enables upload of images and training custom image models with easy-to-use graphical interface; optimizing the models for accuracy, latency, and size and exporting them to any application in the cloud, or to an array of devices at the edge. On the other hand Google Cloud’s Vision API offers powerful pre-trained machine learning models through REST (Representational State Transfer) and RPC (Remote Procedure Call) APIs, assigning labels to images and quickly classifying them into millions of predefined categories. Detecting objects and faces, reading printed and handwritten text, and building valuable metadata into image catalogs. You can thus use AutoML Vision to derive insights from images in the cloud or at the edge or use the pre-trained Vision API models to detect emotion, understand text from visual data, and more.

With Google Cloud’s Vision API it is possible to:

  • Detect objects: Detect objects, where they are, and how many.
  • Enable vision product search: Compare photos to images in your product catalog, and return a ranked list of similar items.
  • Detect printed and handwritten text: Use OCR and automatically identify language.
  • Detect faces: Detect faces and facial attributes. (Face recognition not supported.)
  • Identify popular places and product logos: Automatically identify well-known landmarks and product logos.
  • Assign general image attributes: Detect general attributes and appropriate crop hints.
  • Detect web entities and pages: Find news events, logos, and similar images on the web.
  • Moderate content: Detect explicit content (adult, violent, etc.) within images.
  • Celebrity recognition: Identify celebrity faces in images (limited access, see documentation.)
  • Classify images using predefined labels: Pre-trained models leverage vast libraries of predefined labels.
  • Use Google’s data labeling service: Google can help annotating images, videos, and text.
  • Use APIs: Use REST and RPC APIs.

The possible use cases for Vision API are countless.

For example using Vision API you can implement vision product search enabling your customers to find products of interest within images and visually search product catalogs (image search, automatically designated similar products, etc.).

The video above explains how Google’s Cloud AutoML Vision uses AI to analyze images.

A twin AI system, closely related to the pre-trained and constantly upgraded Google Vision API is Google AutoML Vision enabling enterprises to use their own machine learning models and custom training for the artificial intelligence assistance in vision analysis and understanding. Part of Google Cloud’s machine learning suite of products, it’s designed to help developers with limited machine learning expertise train custom vision models for their specific use cases. In need of on-demand access to the general pre-trained model, AI developers hould use the Google Vision API.

To acquaint yourself in-detail with the certification curriculum you can expand and analyze the table below.

The EITC/AI/GVAPI Google Vision API Certification Curriculum references open-access didactic materials in a video form. Learning process is divided into a step-by-step structure (programmes -> lessons -> topics) covering relevant curriculum parts. Unlimited consultancy with domain experts are also provided.
For details on the Certification procedure check How it Works.

Curriculum Reference Resources

Google Vision AI
https://cloud.google.com/vision/

Google Vision API Documentation
https://cloud.google.com/vision/docs/

Google Vision API Product Search Documentation
https://cloud.google.com/vision/product-search/docs/

Google AutoML Vision Documentation
https://cloud.google.com/vision/automl/docs/

Google Qwiklabs for Cloud Vision API
https://www.qwiklabs.com/catalog?keywords=Cloud+Vision+API

Certification Programme Curriculum

Expand All
Introduction 2 Topics
Expand
Lesson Content
0% Complete 0/2 Steps
Introduction to the Google Cloud Vision API
Introduction to the Google Cloud Vision API in Python
Getting started 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Configuration and setup
Understanding text in visual data 3 Topics
Expand
Lesson Content
0% Complete 0/3 Steps
Detecting and extracting text from image
Detecting and extracting text from handwriting
Detecting and extracting text from files (PDF/TIFF)
Understanding images 3 Topics
Expand
Lesson Content
0% Complete 0/3 Steps
Detecting crop hints
Detecting faces
Image properties detection
Labelling images 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Labels detection
Advanced images understanding 4 Topics
Expand
Lesson Content
0% Complete 0/4 Steps
Detecting landmarks
Detecting logos
Objects detection
Explicit content detection (safe search feature)
Understanding web visual data 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Detecting web entities and pages
Understanding shapes and objects 1 Topic
Expand
Lesson Content
0% Complete 0/1 Steps
Drawing object borders using pillow python library
EITC/AI/GVAPI Google Vision API
  • Tweet

About admin

Home » My Account

Certification Center

Programme Home Expand All
Introduction
2 Topics
Introduction to the Google Cloud Vision API
Introduction to the Google Cloud Vision API in Python
Getting started
1 Topic
Configuration and setup
Understanding text in visual data
3 Topics
Detecting and extracting text from image
Detecting and extracting text from handwriting
Detecting and extracting text from files (PDF/TIFF)
Understanding images
3 Topics
Detecting crop hints
Detecting faces
Image properties detection
Labelling images
1 Topic
Labels detection
Advanced images understanding
4 Topics
Detecting landmarks
Detecting logos
Objects detection
Explicit content detection (safe search feature)
Understanding web visual data
1 Topic
Detecting web entities and pages
Understanding shapes and objects
1 Topic
Drawing object borders using pillow python library
EITC/AI/GVAPI Google Vision API

USER MENU

  • My Bookings

CERTIFICATE CATEGORY

  • EITC Certification (105)
  • EITCA Certification (9)

What are you looking for?

  • Introduction
  • How it works?
  • EITCA Academies
  • EITCI DSJC Subsidy
  • Full EITC catalogue
  • Your order
  • Featured
  •   IT ID
  • About
  • Contact

Eligibility for EITCA Academy 80% EITCI DSJC Subsidy support

80% of EITCA Academy fees subsidized in enrolment by 3/2/2023

    EITCA Academy Administrative Office

    European IT Certification Institute
    Brussels, Belgium, European Union

    EITC / EITCA Certification Authority
    Governing European IT Certification Standard
    Access contact form or call +32 25887351

    2 days agoThe #EITC/QI/QIF Quantum Information Fundamentals (part of #EITCA/IS) attests expertise in #Quantum Computation and… https://t.co/OrYWUOTC1X
    Follow @EITCI

    Automatically translate to your language

    Terms and Conditions | Privacy Policy
    Follow @EITCI
    EITCA Academy
    • EITCA Academy on social media
    EITCA Academy


    © 2008-2023  European IT Certification Institute
    Brussels, Belgium, European Union

    TOP
    Chat with Support
    Chat with Support
    Questions, doubts, issues? We are here to help you!
    End chat
    Connecting...
    Do you have a question? Ask us!
    Do you have a question? Ask us!
    :
    :
    :
    Send
    Do you have a question? Ask us!
    :
    :
    Start Chat
    The chat session has ended. Thank you!
    Please rate the support you've received.
    Good Bad