InfoQ Homepage AI, ML & Data Engineering Content on InfoQ
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Google Released MobileNets: Efficient Pre-Trained Tensorflow Computer Vision Models
Google released several pre-trained computer vision models for mobile phones in the Tensorflow Github repository. Developers can choose from several models that differ in amount of parameters, computations for processing one image, and accuracy. Developers can trade accuracy for battery power for their specific application.
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Enhancing Google Maps with Deep Learning and Street View
Google's Ground Truth team recently announced a new Deep Learning model for the automatic extraction of information from geo-located image files to improve Google Maps. This neural network model achieved a higher accuracy in processing the challenging French Street Name Signs (FSNS) dataset.
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Apple Announces Core ML: Machine Learning Capabilities on Apple Devices
At WWDC 2017 Apple announced ways it uses machine learning, and ways for developers to add machine learning to their own applications. Their machine learning API, called Core ML, allows developers to integrate machine learning models into apps running on Apple devices running iOS, macOS, watchOS, and tvOS. Models run on the device itself, so data never leaves the device.
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Q&A with Greg Kurtzer from the GPU Technology Conference
Rags Srinivas talks to Greg Kurtzer, a serial Open Source contributor at the GPU Tech Conference.
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Google Announces Tensorflow Lite: A Neural Network Library for Mobile Phones
Dave Burke, VP of engineering at Google, announced a new version of Tensorflow optimised for mobile phones. This new library, called Tensorflow Lite, would enable developers to run their artificial intelligence applications in real time on the phones of users. The library is designed to be “fast and small while still enabling state-of-the-art techniques”.
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The Technology Stack at Medium
Medium is an online publishing platform developed by Twitter co-founder Evan Williams. Launched in 2012, it now has over 60 million unique monthly visitors. The technology stack behind the site includes deployment to AWS, applications and services written in NodeJS and Go, data storage with DynamoDB, and Amazon Redshift as their data warehouse.
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Facebook Publishes New Neural Machine Translation Algorithm
Facebook’s Artificial Intelligence Research team published research results using a new approach for neural machine translation (NMT). Their algorithm scores higher than any other system on three established machine translation tasks.
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Developing Virtual Assistant Apps with Amazon Lex and Polly Deep Learning Technologies
Greg Bulmash from Amazon spoke at the OSCON 2017 Conference last week about developing your own virtual assistant applications using Amazon's Lex and Polly technologies.
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Apache Metron Graduates to Top-Level Project
Hortonworks and Apache announce graduation of Metron, a realtime big data security platform to top-level project at the ASF.
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QCon San Francisco 2017 Tickets on Sale; Committee Announced; Top Podcasts & Top Talks from 2016
QCon San Francisco, the 11th annual Bay Area software conference that attracts attendees from all over the world, returns to the Silicon Valley area November 13-15, 2017 and tickets are officially on sale.
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Dani Traphagen on Next Phase of Distributed Systems with Apache Ignite
Dani Traphagen from GridGain spoke at OSCON 2017 Conference about Apache Ignite platform. She talked about the paradigm shift in viewing the disk as a bottleneck, the decreasing costs of memory and how to optimize toward the cache, leveraging it for microservices architectures with the open source project Apache Ignite.
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Microsoft Build 2017 - Day 1 Early Access
Microsoft has granted several news sites, including InfoQ, an early look at what will be introduced at Build 2017. Take a look at what Microsoft has in store for developers and be sure to check back throughout the day for updates on these announcements.
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Microsoft Releases APIs for Face Recognition, Computer Vision, and Content Moderation
Microsoft Cognitive Services released its Face, Computer Vision, and Content Moderator APIs to its users in late April. Cognitive Services comprises many APIs and services that enable developers to add image recognition, speech, translation and other functionality to their own applications, without having to develop these capabilities themselves.
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Emerging Technologies for the Enterprise Conference 2017: Day Two Recap
Day Two of the 12th annual Emerging Technologies for the Enterprise Conference was held in Philadelphia. This two-day event included keynotes by Blair MacIntyre (augmented reality pioneer) and Scott Hanselman (podcaster), and featured speakers Kyle Daigle (engineering manager at GitHub), Holden Karau (principal software engineer at IBM), and Karen Kinnear (JVM technical lead at Oracle).
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John Gossman on Microsoft’s Serverless Platform, Azure Functions and Logic Apps
John Gossman, lead architect at Microsoft Azure, spoke on Thursday at ServerlessConf Conference about Microsoft's open source Serverless platform. The Microsoft team also gave demos on Azure Functions, Logic Apps and how to monitor the platform components.