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The Edge AI Blog.

The internet’s authority on embedded machine learning.

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

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

Purina's Petivity brand just launched their second major product — a smart cat feeder designed for multi‑cat households. Here's how Edge Impulse helped make it happen.

By Edge Impulse Team Sep 21, 2026

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

How to Build a Rock-Paper-Scissors App for the Arduino UNO Q in Under an Hour

By Marc Pous Jul 30, 2026

How to Build a Rock-Paper-Scissors App for the Arduino UNO Q in Under an Hour

Machine Learning

How Our Research Team Developed a More Efficient Audio Embedding Model

By Brian McFadden, Yan Li Jul 29, 2026

How Our Research Team Developed a More Efficient Audio Embedding Model

Featured

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

New in Studio: Training Graphs (yes… finally!) and TensorBoard Integration

By Brian McFadden Feb 5, 2026

New in Studio: Training Graphs (yes… finally!) and TensorBoard Integration

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