Read the latest news and best practices from the Embedl Hub team.
We're excited to introduce the latest major update to Embedl Hub: Our own remote device cloud! To mark the occasion, we're launching a community competition and giveaway.
Elina Norling
On-device AI offers many advantages for Android apps, but running AI on local devices is far harder than running it in a Jupyter notebook. In this guide, we'll break down why it is so hard and walk through how we're solving Android devs' on-device AI challenges.
Elina Norling
This post explains how to diagnose and visualize quantization-induced errors in neural networks using layerwise PSNR. Learn how Embedl Hub helps you spot sensitive layers, interpret PSNR drops, and ensure robust model deployment on edge devices.
Daniel Ödman
The latest Qualcomm flagship SoC for mobile was just released, the Snapdragon 8 Elite. In this blog post, we put the new chip to the test to see how it performs in a series of benchmarks.
Elina Norling
Even though we specialize in Edge AI, developers still face recurring challenges almost daily. That's why we did a small in-house investigation to identify today's biggest obstacles in Edge AI development. In this blog post, we present the results.
Elina Norling