Category: Kinesis Video Streams

Introduction Building an IoT device for an edge Computer Vision and Machine Learning (CVML) solution can be a challenging undertaking. You need to compose your device software, ingest video and images, train your models, deploy them to the edge, and manage your device fleet remotely. This all needs to be performed at scale, and often […]

On December 5th, 2023 Twilio announced the End of Life (EOL) of their Programmable Video product. This abrupt offering discontinuation has forced many customers to explore alternative options for running smart camera or video streaming solutions. In this blog, we will highlight some considerations that customers can utilize as guidance to shape their migration strategy. […]

Introduction According to industry researcher IHS Markit, the estimated number of IP cameras deployed worldwide was approaching 1 billion by the end of 2021, and according to Gartner’s Emerging Tech: Revenue Opportunity Projection of Computer Vision report, enterprise computer vision (CV) software, hardware and services in key markets is expected to generate global revenue of […]

Introduction Designing and developing a cost-efficient, cloud-connected video platform for surveillance cameras and smart home devices require developers to architect and integrate a streaming service capable of ingesting, storing, and processing unstructured media data at scale. The infrastructure behind such a platform needs to handle large volumes of predicated data load along with the flexibility […]

AWS IoT VP, Yasser Alsaied, talks IoT strategy, commitment, and outlook Introduction The future of the Internet of Things (IoT) has been a topic of ongoing discussion and speculation. With implications for IoT hyperscalers, vendors, and customers alike, the landscape is rapidly evolving. To shed light on this topic, I spoke with Yasser Alsaied, vice […]

Introduction When implementing an Internet of Things (IoT) workload, companies are faced with multiple options when it comes to choosing a platform. From building it entirely from scratch, including your own device hardware, all the way to purchasing preconfigured hardware and just connecting to a completely Software as a service (SaaS) IoT platform. The goal […]

Introduction Organizations install hundreds of Internet Protocol (IP) cameras to increase security by surveilling indoor and outdoor spaces. This is a common need for manufacturing plant floors across industries such as automotive, commercial, Oil & Gas, public safety, and agri-tech. Companies connect cameras to the cloud to create a centralized view of their siloed data […]

In this, part 2 on how to reduce latency in media managed by Amazon Kinesis Video Streams (KVS) I describe the techniques in which to configure KVS, the media producer and the media player for optimal latency settings. Then, I introduce the Amazon Kinesis Video Stream Web Viewer and perform a number of experiments on […]

In this two part series I describe how to reduce latency of streaming media managed by Amazon Kinesis Video Streams and how less than 2-second latency can be delivered with robust video quality across a variety of network conditions. Then, I provide a practical demonstration showing that with the Amazon Kinesis Video Stream Web Viewer, […]

Introduction Autonomous mobile robots (AMRs) are widely used in many industries like logistics and manufacturing. However, there are various challenges in developing and operating autonomous robots. To develop autonomous robots, a wide range of technologies are required, and the process is complex and time-consuming. Integration with the cloud is also required to develop and operate the robots […]