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Build a video insights and summarization engine using generative AI with Amazon Bedrock

AWS Machine Learning

Professionals in a wide variety of industries have adopted digital video conferencing tools as part of their regular meetings with suppliers, colleagues, and customers. This post provides guidance on how you can create a video insights and summarization engine using AWS AI/ML services.

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AI Workforce: using AI and Drones to simplify infrastructure inspections

AWS Machine Learning

Imagine a system where drones autonomously inspect critical infrastructure, capturing high-resolution video, analyzing potential defects with AI, and seamlessly integrating findings into business workflows. Solution overview AI Workforce is built on a robust and scalable architecture using a wide array of AWS services.

APIs 116
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Build generative AI applications quickly with Amazon Bedrock IDE in Amazon SageMaker Unified Studio

AWS Machine Learning

SageMaker Unified Studio setup SageMaker Unified Studio is a browser-based web application where you can use all your data and tools for analytics and AI. Similarly, you can explore image and video models with the Image & video playground. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

APIs 107
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Generate user-personalized communication with Amazon Personalize and Amazon Bedrock

AWS Machine Learning

For instance, as a marketing manager for a video-on-demand company, you might want to send personalized email messages tailored to each individual usertaking into account their demographic information, such as gender and age, and their viewing preferences. With this use case, Amazon Personalize automatically filters videos the user watched.

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Dynamic video content moderation and policy evaluation using AWS generative AI services

AWS Machine Learning

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Popular use cases Advertising tech companies own video content like ad creatives.

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How Veritone uses Amazon Bedrock, Amazon Rekognition, Amazon Transcribe, and information retrieval to update their video search pipeline

AWS Machine Learning

Founded in 2014, Veritone empowers people with AI-powered software and solutions for various applications, including media processing, analytics, advertising, and more. In this post, we demonstrate how to use enhanced video search capabilities by enabling semantic retrieval of videos based on text queries.

APIs 137
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Implement serverless semantic search of image and live video with Amazon Titan Multimodal Embeddings

AWS Machine Learning

In today’s data-driven world, industries across various sectors are accumulating massive amounts of video data through cameras installed in their warehouses, clinics, roads, metro stations, stores, factories, or even private facilities. It enables real-time video ingestion, storage, encoding, and streaming across devices.

APIs 122