Articles by Tag #edgeai
Browse our collection of articles on various topics related to IT technologies. Dive in and explore something new!
Choosing Pre-Built Docker Images and Custom Containers for NVIDIA Jetson Edge AI Devices
When planning an edge AI project on NVIDIA Jetson devices, one of the key decisions you will face is...
Python Powers Edge AI: Accelerate Smarter Decision-Making with ML
Devices are making smart decisions instantly without the internet. Yes, we are talking about sensors,...
TinyML at the Edge: Guidelines for Success
Introduction TinyML (Tiny Machine Learning) is transforming how AI works on constrained...
Beyond the Cloud: Why Intelligent Edge is the Future of AI and Computing
The future of AI isn’t just in the cloud—it’s at the edge, where intelligence meets real-time...
The Great Divide
The smartphone in your pocket processes your voice commands without sending them to distant servers....
Unlocking Edge-AI: Peak Performance Without the Premium Price Tag
Unlocking Edge-AI: Peak Performance Without the Premium Price Tag Tired of AI demos that...
Part 3 — Real-Time Inference on Pico (Firmware Integration)
In this part we take the exported parameters from Part 2 (model_params.hpp) and wire them into the...
Is Edge AI the Future We Didn’t Know We Needed? 🤔
Hi everyone! This is my very first post on Dev.to, and I’m super excited to share something I’ve been...
Edge AI Is About to Explode in 2025: What Developers Should Start Building Now
Edge AI is revolutionizing how data is processed. Learn why 2025 is the breakout year and what developers must build to stay ahead.
Part 1 — Data Gathering on Raspberry Pi Pico for Edge AI Trend Alarm
🌍 Motivation Most SCADA-like monitoring systems rely on absolute thresholds (e.g.,...
5 Edge AI Trends Every Developer Must Know for 2026 Innovation
Did you know that the Edge AI market is predicted to rise from $24.05 billion in 2024 to $356.84...
A Deep Dive into ViperX‑300: A Pioneer in Edge AI Robotic Arms
As Edge AI rapidly advances, robotics is shifting from cloud-dependent systems to on-device...
Edge AI Is Changing the Game in 2025: Why Developers Can’t Afford to Ignore It
Discover why Edge AI is exploding in 2025 and how developers can prepare to build the next generation of AI-powered applications at the edge.
A Quick Comparison Between Traditional AI, Multimodal AI and Edge AI
As AI is growing, traditional AI, multimodal AI, and edge AI represent distinct approaches with...
I started a small pet project for experimenting with agentic frameworks, on-device Edge AI and AI concepts in general. Hope you enjoy! :)
Smarter Notifications with Edge AI: A Kotlin + Koog +...
5 Edge AI Trends Every Developer Must Know for 2026 Innovation
Did you know that the Edge AI market is predicted to rise from $24.05 billion in 2024 to $356.84...
5 Ways Edge AI is Transforming Mobile App Performance and Privacy
Unlocking the Power of Edge AI: A New Era for Mobile Applications In today's fast-paced...
WTF is Edge AI?
WTF is this? Edge AI: The Tech That's About to Get Up Close and Personal Hey there, tech-curious...
Smarter Notifications with Edge AI: A Kotlin + Koog + MediaPipes Journey
Introduction For the last few weeks I have been testing the Yazio app, a calorie counter....
Edge AI vs. Cloud AI: Which One Is Right for Your Business?
Artificial intelligence (AI) is transforming businesses, but choosing between Edge AI and Cloud AI...
Part 2 — Training model on Raspberry Pi Pico for Edge AI Trend Alarm
This part turns the dataset from Part 1 into a tiny edge‑ready model. This corrected version ensures...
ViperX-300: The Edge AI-Powered Robotic Arm Redefining Precision Automation
In an era where Edge AI is revolutionizing robotics—shifting intelligence from cloud servers to...
Selecting Embedded LLM AI: Points to Consider
Embedded, LLM-based AI agents are quickly evolving and gathering interest from every major industry,...
System Performance of Edge AI Applications is Beyond Models
After working on enabling use-cases for edge AI accelerator for more than 2 years now, here is some...
Navigating Compliance and Regulations in AI on the Edge Deployments
As businesses increasingly adopt AI on the edge to enable real-time decision-making and reduce...
Edge AI: 7 Incredible Reasons the Jetson Orin Nano is a Game-Changer
Introduction Edge Artificial Intelligence (Edge AI) is reshaping how businesses,...