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...

Learn More 6 0Dec 11 '24

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,...

Learn More 4 1Jun 30

TinyML at the Edge: Guidelines for Success

Introduction TinyML (Tiny Machine Learning) is transforming how AI works on constrained...

Learn More 3 0Aug 28

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...

Learn More 3 0Mar 26

The Great Divide

The smartphone in your pocket processes your voice commands without sending them to distant servers....

Learn More 2 0Sep 16

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...

Learn More 1 0Sep 21

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...

Learn More 0 0Aug 28

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...

Learn More 0 0Jan 23

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.

Learn More 0 0Jul 27

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.,...

Learn More 0 0Aug 28

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...

Learn More 0 0Aug 29

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...

Learn More 0 0Jul 18

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.

Learn More 0 0Jul 29

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...

Learn More 0 0Jul 8

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 +...

Learn More 0 0Oct 6

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...

Learn More 0 0Aug 29

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...

Learn More 0 0Aug 4

WTF is Edge AI?

WTF is this? Edge AI: The Tech That's About to Get Up Close and Personal Hey there, tech-curious...

Learn More 0 0Jul 29

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....

Learn More 0 0Oct 2

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...

Learn More 0 0Mar 5

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...

Learn More 0 0Aug 28

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...

Learn More 0 1Jul 19

Selecting Embedded LLM AI: Points to Consider

Embedded, LLM-based AI agents are quickly evolving and gathering interest from every major industry,...

Learn More 0 0Apr 28

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...

Learn More 0 0Aug 30

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...

Learn More 0 0Mar 21

Edge AI: 7 Incredible Reasons the Jetson Orin Nano is a Game-Changer

Introduction Edge Artificial Intelligence (Edge AI) is reshaping how businesses,...

Learn More 0 0Aug 17