Deep Learning using OpenPose - Learn Pose Estimation Models and Build 5 AI Apps

Course

Online

£ 10 + VAT

Description

  • Type

    Course

  • Methodology

    Online

  • Start date

    Different dates available

The complete guide to creating your own Pose Estimation apps: Learn the full workflow and build 5 AI apps.Pose Estimation is a computer vision technique that can detect human figures in both images and videos. You may have first experienced Pose Estimation if you've played with an Xbox Kinect or a PlayStation Eye. But, imagine developing your own Pose Estimation applications without the specialized hardware, using just using an ordinary webcam and the power of artificial intelligence (AI).Whether you want to apply this technology for character animation, video games, assisted driving systems or even medical applications, this course can help you achieve your goal quickly and effectively.You’ll get started with Pose Estimation, from learning the fundamentals of the technology through to implementing the OpenPose framework in real-time. You will also understand how to adapt this framework for 5 practical applications on:Fall detection
Counting people
Yoga pose identification
Plank pose correction
Automatic body ratio calculationAll along, you will get to grips with deep learning, using AI to understand human actions and behaviors.By the end of this course, you will be well-versed with the OpenPose framework and have developed the skills you need to develop immersive AI applications.All code and supporting files for this course are available at: About the AuthorAugmented Startups-Masters in Electronic Engineering - Augmented Startups, previously Arduino Startups, with over 42000+ students, has over 8 years in Printed Circuit Board (PCB) design as well in image processing and embedded control. Augmented Startups also has expertise in Augmented Reality and Artificial Intelligence in which he shall be introducing new technologies.

Facilities

Location

Start date

Online

Start date

Different dates availableEnrolment now open

About this course

Understand Pose Estimation
Learn how to implement your own fall detection app
Use OpenPose to count people
Apply Pose Estimation for yoga pose identification
Ensure perfect planking and push-up posture with OpenPose
Calculate real-time body ratios

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This centre's achievements

2021

All courses are up to date

The average rating is higher than 3.7

More than 50 reviews in the last 12 months

This centre has featured on Emagister for 4 years

Subjects

  • Technology
  • Works
  • Artificial Intelligence
  • Yoga

Course programme

Introduction 3 lectures 16:51 Introduction Introduction: Introduction Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Introduction 3 lectures 16:51 Introduction Introduction: Introduction Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Introduction Introduction: Introduction Introduction Introduction: Introduction Introduction Introduction: Introduction Introduction Introduction: Introduction Introduction: Introduction Introduction: Introduction Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Introduction: Setup & Execution of Pose Estimation Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works Introduction: Open Pose Intuition and How it Works App Development with AI Pose Estimation 5 lectures 25:01 App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App Development with AI Pose Estimation 5 lectures 25:01 App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App Development with AI Pose Estimation: App 1 - Person Counter App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App Development with AI Pose Estimation: App 2 - Fall Detection App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App Development with AI Pose Estimation: App 3 – Yoga Pose Angle Corrector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App Development with AI Pose Estimation: App 4 – Planking/ Push up Detector App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio App Development with AI Pose Estimation: App 5 - Body Ratio

Additional information

Having Python, OpenCV, or AI experience will be useful

Deep Learning using OpenPose - Learn Pose Estimation Models and Build 5 AI Apps

£ 10 + VAT