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Researchers at NVIDIA have created DatasetGAN, a system for generating synthetic images with annotations to create datasets for training AI vision models. DatasetGAN can be trained with as few as 16 human-annotated images and performs as well as fully-supervised systems requiring 100x more annotated images.
Microsoft is looking to address the fragmentation in the Windows developer ecosystem through Windows UI and Project Reunion. In this article, we’ll see how different groups of Windows developers will be able to adopt Project Reunion. We’ll also look at how Project Reunion, coupled with the Uno Platform, can be used to extend a Windows application across iOS, macOS, Android, Web, and even Linux.
At the recent Think conference, IBM introduces an AI-powered automation tool called Watson Orchestrate. It is currently in preview in IBM Cloud Paks for Automation and expected to be generally available later in 2021 as a SaaS offering.
In order to develop products customer love, product managers need to truly understand how their “whole product” delivers value and when to address which customer segment. Two models that are very powerful when applied together, and that a product manager can use to develop extraordinary products are The Whole Product Model and The Technology Adoption Life Cycle.