Google Vision API for Image and Video Analysis Training Course
Gain the skills you need to advance your career. This course offers hands-on learning, expert guidance, and real-world applications designed to help you grow.
Course Overview
| Course Title | Google Vision API for Image and Video Analysis Training Course |
| Organization | Tech For Development (T4D) |
| Venue | Tech For Development (T4D) Training Center along Tala Road, Runda, Nairobi |
| Target Industries |
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| Target Job Roles |
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| Course Fees (Face-to-Face) | USD 1,100/KES 75,000 (Exclusive of VAT) |
| Course Fees (Virtual) | TBA |
| Training Modes | Virtual and face-to-face training |
| Payment | Payment should be made to the Tech For Development (T4D) bank account on or before the start of the course |
| Accreditation | Tech For Development Certificate of Course Completion |
Google Vision API offers powerful tools for image and video analysis, leveraging machine learning models to extract valuable insights from visual data. This course will provide hands-on training in using Google Vision API for various applications, including image recognition, object detection, and video analysis. Participants will gain the skills needed to implement and integrate Google Vision API into their projects for enhanced visual data processing.
Duration
5 Days
Target Audience
- Data Scientists and Analysts
- Machine Learning Engineers
- Software Developers
- IT Professionals
- Product Managers and Business Analysts
- Media and Content Managers
Personal Impact
- Acquire practical skills in using Google Vision API for image and video analysis.
- Enhance your expertise in machine learning and computer vision applications.
- Improve career prospects with advanced skills in visual data processing and analysis.
- Build confidence in integrating Google Vision API into various projects and applications.
- Gain recognition as a knowledgeable professional in leveraging AI for visual data analysis.
Organizational Impact
- Leverage Google Vision API to enhance visual data processing capabilities.
- Improve the accuracy and efficiency of image and video analysis in your projects.
- Drive innovation and competitive advantage through advanced visual analytics.
- Facilitate better decision-making with actionable insights derived from visual data.
- Enhance operational efficiency with automated image and video analysis solutions.
Course Objectives
- Understand the core functionalities and capabilities of Google Vision API.
- Implement image recognition and object detection using Google Vision API.
- Analyze and interpret video content with Google Vision API.
- Integrate Google Vision API into applications for enhanced visual data processing.
- Develop practical skills through hands-on exercises and real-world case studies.
Course Modules
Modules
Module 1: Introduction to Google Vision API
- Overview of Google Vision API and Its Capabilities
- Core Features and Use Cases
- Setting Up Google Cloud and Accessing Vision API
- Hands-On Exercise: Setting Up and Exploring Google Vision API
- Case Study: Overview of Google Vision API in Real-World Applications
Module 2: Image Recognition and Labeling
- Understanding Image Recognition with Google Vision API
- Implementing Label Detection and Object Recognition
- Analyzing Image Metadata and Attributes
- Hands-On Exercise: Building an Image Recognition Application
- Case Study: Image Recognition in Retail and E-Commerce
Module 3: Object Detection and Tracking
- Techniques for Object Detection with Google Vision API
- Implementing Bounding Boxes and Object Tracking
- Analyzing Object Characteristics and Relationships
- Hands-On Exercise: Creating an Object Detection and Tracking System
- Case Study: Object Detection in Security and Surveillance
Module 4: Video Analysis and Insights
- Overview of Video Analysis Capabilities in Google Vision API
- Implementing Video Intelligence for Object Tracking and Scene Detection
- Extracting Metadata and Insights from Video Content
- Hands-On Exercise: Analyzing Video Content with Google Vision API
- Case Study: Video Analysis for Content Moderation and Classification
Module 5: Integration and Deployment
- Integrating Google Vision API with Applications and Services
- Developing Custom Solutions Using Google Vision API
- Best Practices for Deploying Vision API in Production Environments
- Hands-On Exercise: Deploying and Integrating Google Vision API Solutions
- Case Study: Real-World Deployment of Visual Data Analysis Solutions
Course Administration
Methodology
This instructor-led training course is delivered using a blended learning approach comprising presentations, guided practical sessions, web-based tutorials, and group work.
Accreditation
Participants will receive a Tech For Development Certificate of Course Completion.
Training Venue
Held at the Tech For Development Training Centre.
Accommodation & Airport Transfer
Arranged upon request.
Email: letstalk@techfordevelopment.com
Phone: (+254) 790 824 179
Tailor-Made
Customised training available.
Payment
Send proof of payment to letstalk@techfordevelopment.com.
