Building a Spatial Object Tracking Pipeline with Create ML Using Amazon EC2 Mac Instances
By: Jordan Carter, Lisa Simmons, and Eric Thompson
Published on: June 12, 2025
Categories: Amazon Bedrock, Amazon Cognito, Amazon DynamoDB, Amazon EC2, Amazon EC2 Mac Instances, Amazon Q, Amazon Simple Notification Service (SNS), Amazon Simple Storage Service (S3), AWS CLI, AWS Cloud Development Kit, AWS Identity and Access Management (IAM), AWS Lambda, AWS Step Functions, Technical How-to
Introduction
Apple’s Create ML empowers developers to construct sophisticated machine learning models without requiring extensive machine learning knowledge. A recent feature in Create ML allows for object tracking training directly through the command line, enabling faster and more scalable workflows. This enhancement is particularly beneficial for teams seeking to streamline their processes. For additional insights on this topic, you can refer to another blog post here.
AI-Driven Construction Document Analysis Utilizing Computer Vision and Large Language Models
By: Sarah Mitchell, Daniel Lee, and Kevin Brown
Published on: February 6, 2025
Categories: Amazon SageMaker, Architecture, AWS Step Functions, Best Practices, Featured, Partner Solutions, Technical How-to
TwinKnowledge partnered with AWS’s PACE team to create a scalable solution leveraging computer vision and Large Language Models (LLMs) to efficiently analyze thousands of architectural drawings. This initiative significantly reduces errors in construction documents while enhancing project efficiency via AI-supported human review processes. For authoritative insights, check out this source.
Developing Extended Reality (XR) Applications on AWS
By: Emily Johnson, Mark Davis, and Rachel Green
Published on: August 1, 2024
Categories: Amazon EC2, Compute, Content Production, Generative AI, Industries, Serverless
This article explores how to develop extended reality (XR) applications on Amazon Web Services (AWS). With advancements in XR technologies such as virtual reality (VR), augmented reality (AR), and mixed reality (MR), their transformative potential in various sectors is clear. AWS provides robust tools and services to support developers in this exciting field.
AWS at the 15th Annual Augmented World Expo (AWE) June 18-20, 2024
By: Mark Taylor and Jessica White
Published on: June 14, 2024
Categories: Announcements, AR & VR, Artificial Intelligence
The 15th Annual Augmented World Expo (AWE) will soon kick off in Long Beach, CA! This event serves as a premier gathering for all things related to Spatial Computing, including Augmented Reality (AR), Virtual Reality (VR), and Mixed Reality (MR), along with supporting technologies like Artificial Intelligence (AI).
Live Translations in the Metaverse
By: Alex King, Hannah Scott, and Ryan Carter
Published on: December 15, 2022
Categories: Advanced, Amazon Polly, Amazon Transcribe, Amazon Translate, Artificial Intelligence, Technical How-to
Imagine donning your Virtual Reality (VR) headset and effortlessly communicating with individuals from across the globe who speak French, Japanese, or Thai—without needing a human translator. This breakthrough could enable budding start-ups to seamlessly expand their products into new markets with ease. For more information on this, visit this excellent resource here.
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