Teachable Machine

WHAT IS TEACHABLE MACHINE? Teachable Machine is a free, browser-based tool by Google that lets anyone create machine learning models without writing code. It uses a visual interface to train models on images, sounds, and body poses, making ML accessible to beginners and non-technical users. WHO IS IT FOR? • Educators teaching ML concepts • Students learning AI fundamentals • Hobbyists and makers prototyping ideas • Non-technical creators building interactive projects • Product designers exploring AI capabilities • Anyone wanting to experiment with ML quickly KEY FEATURES • No-code ML training — Upload samples and train models instantly • Multiple input types — Images, audio, and pose/movement recognition • Real-time preview — Test models live before exporting • Export options — Download as TensorFlow.js, Python, or other formats • Integration ready — Export for use in websites, apps, and projects • Completely free — No signup required, runs in browser PROS • Incredibly beginner-friendly with minimal learning curve • Fast experimentation cycle—train models in minutes • No installation or setup needed • Flexible export formats for integration into projects • Great educational resource • Backed by Google with reliable infrastructure CONS • Limited to simple classification tasks • Smaller dataset handling compared to professional ML platforms • Less control over advanced model parameters • Browser-dependent performance • Not suitable for production-grade applications • Limited documentation for complex use cases