Welcome to Robotic Arm System for Beginners
This comprehensive educational system guides you step-by-step in building an autonomous robotic arm equipped with artificial vision capabilities. Starting from beginner level, you’ll understand the core principles and create a functional implementation of a complete robotics system.This project is designed for beginners who want to learn robotics, computer vision, and embedded systems through hands-on building.
What You’ll Build
An autonomous robotic arm system that can:- Scan and Detect Objects — Use a camera and YOLO AI models to identify objects in real-time
- Pick and Place — Autonomously grasp objects and place them in designated zones
- Communicate — Exchange data between Raspberry Pi and VEX Brain via serial protocol
- Map the Environment — Build occupancy grids for spatial awareness
- Execute Missions — Run complete autonomous pick-and-place operations
System Architecture
Hardware Components
VEX robotics brain, sensors, actuators, and camera setup
Software Modules
Communication, perception, control, and mapping systems
Computer Vision
YOLO-based object detection running on Raspberry Pi
Educational Materials
Structured learning path with theoretical concepts
Key Features
- Beginner-Friendly — No prior robotics experience required
- Real AI/ML — Hands-on experience with YOLO object detection models
- Complete System — From hardware assembly to autonomous operation
- Educational — Includes course materials and theoretical concepts
- Open Source — Full source code available on GitHub
Quick Links
System Overview
Understand how all components work together
Installation
Set up your development environment
Quick Start Tutorial
Get your first scan-and-pick operation running
API Reference
Explore the complete API documentation
Technologies Used
This project combines multiple cutting-edge technologies:- Python — Main programming language for control systems
- PyTorch & YOLO — Deep learning for object detection
- OpenCV — Computer vision and image processing
- VEX Robotics — Hardware platform for the robotic arm
- Raspberry Pi — Edge computing for AI inference
- Serial Communication — Real-time data exchange between systems