AI Trends 2024: Computer Vision with Naila Murray - #665

Published: Jan. 2, 2024, 9:07 p.m.

b'Today we kick off our AI Trends 2024 series with a conversation with Naila Murray, director of AI research at Meta. In our conversation with Naila, we dig into the latest trends and developments in the realm of computer vision. We explore advancements in the areas of controllable generation, visual programming, 3D Gaussian splatting, and multimodal models, specifically vision plus LLMs. We discuss tools and open source projects, including Segment Anything\\u2013a tool for versatile zero-shot image segmentation using simple text prompts clicks, and bounding boxes; ControlNet\\u2013which adds conditional control to stable diffusion models; and DINOv2\\u2013a visual encoding model enabling object recognition, segmentation, and depth estimation, even in data-scarce scenarios. Finally, Naila shares her view on the most exciting opportunities in the field, as well as her predictions for upcoming years.\\n\\nThe complete show notes for this episode can be found at twimlai.com/go/665.'