January 2024

MobileDiffusion: Rapid text-to-image generation on-device

Computer Vision, Machine Learning, On-device Learning /

Posted by Yang Zhao, Senior Software Engineer, and Tingbo Hou, Senior Staff Software Engineer, Core ML Text-to-image diffusion models have shown exceptional capabilities in generating high-quality images from text prompts. However, leading models feature billions of parameters and are consequently expensive to run, requiring powerful desktops or servers (e.g., Stable Diffusion, DALL·E, and Imagen). While […]

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Build a movie chatbot for TV/OTT platforms using Retrieval Augmented Generation in Amazon Bedrock

Advanced (300), Amazon Bedrock, Technical How-to /

Improving how users discover new content is critical to increase user engagement and satisfaction on media platforms. Keyword search alone has challenges capturing semantics and user intent, leading to results that lack relevant context; for example, finding date night or Christmas-themed movies. This can drive lower retention rates if users can’t reliably find the content

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How will AI Impact on Renewable Energy/Sustainability

Leave a Comment / Business /

Hey there, seeker of sustainable energy solutions! In today’s climate-conscious world, renewable energy stands tall as the game-changer in curbing environmental damage. And guess what’s driving its colossal evolution? Yep, you guessed it – Artificial Intelligence (AI). It’s the superhero in this story, making renewable energy more efficient and effective than ever before. Predictive Powers:

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