Intro to ML: Image Processing
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Vertex AI Workbench Notebook: Qwik Start
In this lab you train and deploy a TensorFlow model to Vertex AI for serving (prediction). Watch these short videos Getting started with Notebooks for machine learning and Faster model training and experimentation with Vertex AI.
APIs Explorer: Qwik Start
In this lab you'll upload an image to Cloud Storage then make a request to the Vision API with APIs Explorer.
Classify Images of Clouds in the Cloud with AutoML Images
AutoML Images helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.).
Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API
The Cloud Vision API lets you understand the content of an image by encapsulating powerful machine learning models in a simple REST API. In this lab you’ll send an image to the Cloud Vision API and have it identify objects, faces, and landmarks.
Extract, Analyze, and Translate Text from Images with the Cloud ML APIs
In this lab you’ll combine the Cloud Vision, Natural Language, and Translation APIs to capture text strings from images, recognize characters, and analyze and translate the text strings into other languages.