Teachable Machine

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1731 stars · 866 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Teachable Machine is a web-based tool by Google Creative Lab that lets anyone train and use simple machine learning models (image, sound, pose) directly in the browser with no coding. It is built on TensorFlow.js and serves both as an educational experiment and a boilerplate for custom projects.

Use cases

• teach students how machine learning works without coding
• train an image classifier from webcam samples in the browser
• build a sound or pose recognition demo quickly
• create a no-code ML prototype for a class project
• use a boilerplate to start a custom browser-based ML project
• demo transfer learning with TensorFlow.js

When to choose

• you want a no-code, in-browser introduction to machine learning
• you need a fast educational demo of image, audio, or pose classification
• you want a starting boilerplate for TensorFlow.js browser ML apps

When to avoid

• you need production-grade model accuracy or large-scale training
• you require server-side or mobile-native ML deployment
• you need actively developed features - the v1 repo has not seen recent releases

Facets

application · maturity maintenance

machine-learning computer-vision audio-processing machine-learning education artificial-intelligence web-development browser tensorflowjs no-code browser-based-ml google-creative-lab image-classification sound-classification pose-classification learning-tool education web-server javascript

Member repositories

For agents

markdown · JSON · MCP: product_card(name="googlecreativelab/teachablemachine-community")