Module 4: Vision-Language-Action (VLA)
This module covers the integration of vision, language, and action systems to create autonomous humanoid robots capable of understanding and responding to human commands.
Learning Objectives
By the end of this module, you will be able to:
- Integrate voice recognition with OpenAI Whisper
- Implement LLM-based cognitive planning
- Create end-to-end Vision-Language-Action systems
- Complete a capstone project with autonomous humanoid
Module Structure
This module spans 5 weeks:
- Week 9: Voice Recognition and Processing
- Week 10: LLM Cognitive Planning
- Week 11: Vision Integration
- Week 12: Action Execution and Control
- Week 13: Capstone Project - Autonomous Humanoid
Prerequisites
- Completion of Modules 1, 2, and 3
- Understanding of natural language processing concepts
- Familiarity with computer vision and robotics
What You'll Build
During this module, you'll create a complete autonomous humanoid system that can understand voice commands, plan actions using LLMs, and execute complex tasks.