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Google Teachable Machine

Video Module 4: HANDS-ON AI TOOLS (NO-CODE, STUDENT-FRIENDLY)

Google Teachable Machine

Getting Started with Image Classification Using Google Teachable Machine | Online Courses, Learning Paths, and Certifications - Pluralsight

Google Teachable Machine is a free, browser-based tool that lets you create simple machine learning models without coding. It’s designed for beginners, students, teachers, and rapid prototypes. You train models by giving examples through your webcam, microphone, or uploaded files and the system learns to recognize patterns.

What You Can Build:- Teachable Machine supports three main project types:

Image models:- Train a model using webcam photos or uploaded image. Examples:
- Hand gestures
- Object recognition
- Facial expressions
- Product sorting
Audio models:- Train with microphone recordings. Examples:
- Voice commands
- Sound detection (clap, whistle, noise types)
Pose models:- Train using body movement via webcam. Examples:
- Exercise form detection
- Dance moves
- Physical interaction controls

How It Works (Simple Flow)
- Choose project type (Image / Audio / Pose)
- Create classes (labels like “Cat”, “Dog”, “Wave”, “Clap”)
- Record or upload examples for each class
- Click Train Model
- Test live in your browser
- Export or connect to apps
Export Options:- You can export models to:
- JavaScript (for web apps)
- TensorFlow / TensorFlow Lite
- Google Coral
- Arduino / microcontrollers (via compatible pipelines)
Best Use Cases
- Classroom AI projects
- Quick ML prototypes
- Interactive art & installations
- STEM education
- Hackathons
- No-code AI experiments