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Improving Content Moderation with Amazon Rekognition Bulk Analysis and Custom Moderation

Amazon Rekognition makes it easy to add image and video analysis to your applications. It’s based on the same proven, highly scalable, deep learning technology developed by Amazon’s computer vision scientists to analyze billions of images and videos daily. It requires no machine learning (ML) expertise to use and we’re continually adding new computer vision …

A framework to improve air-ground robot navigation in complex occlusion-prone environments

Robotic systems have so far been primarily deployed in warehouses, airports, malls, offices, and other indoor environments, where they assist humans with basic manual tasks or answer simple queries. In the future, however, they could also be deployed in unknown and unmapped environments, where obstacles can easily occlude their sensors, increasing the risk of collisions.

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Reverse Searching Netflix’s Federated Graph

By Ricky Gardiner, Alex Hutter, and Katie Lefevre Since our previous posts regarding Content Engineering’s role in enabling search functionality within Netflix’s federated graph (the first post, where we identify the issue and elaborate on the indexing architecture, and the second post, where we detail how we facilitate querying) there have been significant developments. We’ve opened …

Business process management (BPM) examples

Business Process Management (BPM) is a systematic approach to managing and streamlining business processes. BPM is intended to help improve the efficiency of existing processes, with the goal of increasing productivity and overall business performance. BPM is often confused with other seemingly similar initiatives. For example, BPM is smaller in scale than business process reengineering …

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Build a news recommender application with Amazon Personalize

With a multitude of articles, videos, audio recordings, and other media created daily across news media companies, readers of all types—individual consumers, corporate subscribers, and more—often find it difficult to find news content that is most relevant to them. Delivering personalized news and experiences to readers can help solve this problem, and create more engaging …