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Perception AI

Use our suite of tools and services to add machine learning to your projects without deep machine-learning or data-science expertise. Add AI-powered computer vision for images and videos to your applications.

Discover quickstarts, how-tos, code samples, and more to get up and running.

Cloud Shell tutorial for shot change detection with the Video Intelligence API.

Build an image search application that uses the Cloud Vision API and Cloud AutoML Vision.



Learn to send images to the Vision API to detect objects, faces, and landmarks.


Learn to use the Vision API to detect text, landmarks, and faces in applications written in Ruby.


Deploy a set of Cloud Functions to process images and videos with the Cloud Vision API and Cloud Video Intelligence API.

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Get the latest news and articles about AI and ML for developers.


Featured conversational AI and ML for developers videos from Google’s YouTube channels.