AI for Mere Mortals
Are you ready to embark on a journey to demystify the Artificial Intelligence (AI) world and unveil its true potential?
In the Age of AI, a technological shift of unprecedented magnitude is upon us. From the information age dominated by Google, websites, and beyond, AI leads us toward a future of automation, abundance, and new possibilities. However, amid the promise of progress, there are concerns about existential risks and the spreading of misinformation.
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This podcast is different from your typical AI coverage. While the media may sensationalize and dwell on the negative aspects of AI, Ths podcast is all about balance and understanding. We'll explore the wonders of AI, debunk myths, and navigate the intricacies of this transformative technology.
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AI for Mere Mortals
Have You Ever Wondered How AI "Sees" Images? A Deep Dive into Visual Prompts
Large language models like GPT-3 have demonstrated impressive text-generation abilities. Now, researchers are working to develop similarly capable large vision models for image understanding. This episode explores how visual prompts train these models to interpret and generate images. We discuss different types of visual prompts, the benefits of flexible prompts over fixed ones, and innovations like prompt tuning.
Key examples covered include CLIP, SAM, and DALL-E. We examine challenges like performance degradation in complex scenarios. The episode shares insights from a new research paper reviewing progress in large vision models and prompt engineering. You can tune in to learn how visual prompts provide critical guidance to teach nuanced visual intelligence skills to machines.
Blog Post:
https://blog.cprompt.ai/have-you-ever-wondered-how-ai-sees-images-a-deep-dive-into-visual-prompts
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