A 1.3 MB SAM Model Runs Inside a Sensor Chip in 11 ms—No Raw Images Leave the Device

IBM Research open‑sources PicoSAM3, a 1.3 MB promptable segmentation model that fits inside Sony's IMX500 sensor, runs inference in 11.8 ms, and keeps raw images on‑chip, demonstrating ultra‑low‑latency, privacy‑preserving edge AI for smart glasses and IoT devices.

CNN vs TransformerIMX500PicoSAM3

0 likes · 7 min read

A 1.3 MB SAM Model Runs Inside a Sensor Chip in 11 ms—No Raw Images Leave the Device

AI Frontier Lectures

Nov 28, 2025 · Artificial Intelligence

How Meta’s SAM 3D Turns a Single Photo into Detailed 3D Models

Meta’s newly released SAM 3 and SAM 3D models enable single‑image 3D reconstruction and promptable segmentation, outperforming prior methods on benchmarks, introducing a shared perception encoder, a Presence Head to reduce hallucinations, and a two‑stage generation pipeline that produces high‑fidelity geometry and texture.

3D reconstructionMetaSAM 3

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How Meta’s SAM 3D Turns a Single Photo into Detailed 3D Models

Model Perspective

Aug 2, 2023 · Artificial Intelligence

How Segment Anything (SAM) Is Revolutionizing Image Segmentation

This article explains the fundamentals of image segmentation, introduces the open‑source Segment Anything Model (SAM) and its massive SA‑1B dataset, outlines SAM's unique promptable, real‑time capabilities, and explores its wide‑ranging future applications across AR/VR, content creation, and scientific research.

AIComputer VisionSAM

0 likes · 7 min read

How Segment Anything (SAM) Is Revolutionizing Image Segmentation

A 1.3 MB SAM Model Runs Inside a Sensor Chip in 11 ms—No Raw Images Leave the Device

How Meta’s SAM 3D Turns a Single Photo into Detailed 3D Models

How Segment Anything (SAM) Is Revolutionizing Image Segmentation

A 1.3 MB SAM Model Runs Inside a Sensor Chip in 11 ms—No Raw Images Leave the Device

How Meta’s SAM 3D Turns a Single Photo into Detailed 3D Models