A Robotic Platform for Natural and Effective Human-Robot Interaction
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2338 Courses
Overview
Explore a Python-based humanoid robotic platform for natural human-robot interaction using speech, gestures, and facial expressions. Learn about its architecture, applications, and see a live demo.
Syllabus
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- Introduction to Human-Robot Interaction (HRI)
-- Overview of HRI
-- Importance of natural interaction in robotics
-- Current trends and challenges
- Robotics Hardware and Architecture
-- Components of a humanoid robotic platform
-- Body construction and mechanical design
-- Sensor integration and data acquisition
- Software and Development Environment
-- Setting up a Python-based development environment
-- Overview of necessary libraries and tools
-- Introduction to robotic operating systems
- Speech Interaction
-- Fundamentals of speech recognition and synthesis
-- Implementing speech processing in Python
-- Designing conversational interfaces for robots
- Gesture Recognition and Interaction
-- Understanding human gestures for HRI
-- Using sensors and cameras to capture gestures
-- Implementing gesture recognition algorithms
- Facial Expression Analysis
-- Basics of facial recognition and emotion detection
-- Integrating facial expression analysis into HRI
-- Python libraries for facial expression processing
- Case Studies and Applications
-- Exploring real-world applications of HRI
-- Interactive robots in education, healthcare, and service
-- Reviewing successful robotic systems
- Live Demo and Hands-on Session
-- Demonstration of the robotic platform
-- Hands-on experience with programming interactions
-- Troubleshooting common issues
- Future Directions in Human-Robot Interaction
-- Emerging technologies in HRI
-- Ethical considerations and societal impact
-- Future research areas and opportunities
- Course Review and Q&A
-- Recap of key concepts and takeaways
-- Open floor for questions and discussion
-- Providing additional resources for further learning
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