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The Edge AI Blog.

The internet’s authority on embedded machine learning.

New in Studio: A General-Purpose Object Tracking Algorithm

New in Studio: A General-Purpose Object Tracking Algorithm

Edge Impulse object tracking now includes a general-purpose algorithm (using SORT) for objects that change speed or direction. It's lightweight, runs on-device, and sits alongside the existing linear tracker.

By Louis Moreau Nov 12, 2026

Case Study: Revolutionizing Industrial Laundry Operations with Edge Impulse and Edge AI

By Edge Impulse Team Oct 27, 2026

Case Study: Revolutionizing Industrial Laundry Operations with Edge Impulse and Edge AI

Qualcomm Technologies' First RISC-V Silicon: QCC744M-EVK, Supported on Edge Impulse and Zephyr

By Eoin Jordan, Francesco Varani Sep 21, 2026

Qualcomm Technologies' First RISC-V Silicon: QCC744M-EVK, Supported on Edge Impulse and Zephyr

From Vibration to Repair: An Edge Agentic AI Conveyor with Edge Impulse, UNS, and Arduino VENTUNO Q

By Marc Pous Aug 28, 2026

From Vibration to Repair: An Edge Agentic AI Conveyor with Edge Impulse, UNS, and Arduino VENTUNO Q

Wires, Boards, and a lot of Curiosity: Mentoring at India’s AI Hardware Buildathon

By Vikramadhitya M Aug 4, 2026

Wires, Boards, and a lot of Curiosity: Mentoring at India’s AI Hardware Buildathon

Featured

How Purina Built an AI‑Powered Smart Pet Feeder Using Edge Impulse

By Edge Impulse Team Sep 21, 2026

How Purina Built an AI‑Powered Smart Pet Feeder Using Edge Impulse

From PyTorch to the Edge: Getting Started with ExecuTorch and Edge Impulse

By Eoin Jordan, Ivan Sekyonda Sep 4, 2026

From PyTorch to the Edge: Getting Started with ExecuTorch and Edge Impulse

Announcing edgeimpulse_ros: Edge AI Perception, Native in ROS 2

By Moe Sani Jul 10, 2026

Announcing edgeimpulse_ros: Edge AI Perception, Native in ROS 2

Your Smartphone is a Portable Multimodal DAQ for Edge AI

By Eoin Jordan Jun 22, 2026

Your Smartphone is a Portable Multimodal DAQ for Edge AI

Computer Vision

YOLO-Pro Now Generally Available: Confidence Through Benchmarking

By Brian McFadden, Carl Ward Apr 28, 2026

YOLO-Pro Now Generally Available: Confidence Through Benchmarking

Edge Impulse + Arduino VENTUNO Q and Arduino App Lab: Empowering Next-Gen Edge AI

By Alessandro Grande Mar 9, 2026

Edge Impulse + Arduino VENTUNO Q and Arduino App Lab: Empowering Next-Gen Edge AI

Vision-Based Smart Parking Meter with YOLO-Pro

By Nick Bild Mar 2, 2026

Vision-Based Smart Parking Meter with YOLO-Pro

How to Build a Low-Cost Defect-Detecting Sorter System

By Nick Bild Feb 24, 2026

How to Build a Low-Cost Defect-Detecting Sorter System

Projects

See all projects

Edge Aware Real-Time Security (EARS)

Edge Aware Real-Time Security (EARS)

Exploring Physical AI: On-Device Vision for ROS-Based Embodied Robots

Exploring Physical AI: On-Device Vision for ROS-Based Embodied Robots

How to Build Cost-Effective Edge AI for Quality & Failure Detection

How to Build Cost-Effective Edge AI for Quality & Failure Detection