Monday, January 22, 2018

Google Cloud AutoML Vision

Cloud AutoML: Making AI accessible to every business (Google Blog)
"Cloud AutoML is a suite of Machine Learning products that enables developers with limited machine learning expertise to train high quality models by leveraging Google’s state of the art transfer learning, and Neural Architecture Search technology. AutoML Vision is the first product to be released. It is a simple, secure and flexible ML service that lets you train custom vision models for your own use cases. Soon, Cloud AutoML will release other services for all other major fields of AI."

Cloud AutoML Vision with Amy Unruh and Sara Robinson | Google Cloud Platform Podcast

"Cloud AutoML is a suite of products enabling developers with limited ML expertise to build high quality models using transfer learning and Neural Architecture Search techniques. AutoML Vision is the first product out the gate with a focus on making it easy to train customized vision models."
  • Cloud images example video
  • Coastline images example readme and filenames csv
  • Using Machine Learning to Explore Neural Network Architecture blog
  • Learning Transferable Architecture for Scalable Image Recognition arXiv paper
  • Neural Architecture Search with Reinforcement Learning arXiv paper
  • Progressive Neural Architecture Search arXiv paper
  • Learning2learn video
  • Cloud Vision site docs

Cloud AutoML - Custom Machine Learning Models  |  Google Cloud Platform

Introducing Cloud AutoML - YouTube

Introducing Cloud AutoML - YouTube