How powerful AIoT will change the way we live
In the past decade, we have seen two major advancements in technology. The first is AI, which has gone from identifying objects in pictures to generating text that can pass…
The easy getting started guide with BeetleboxCI and Vitis AI
Part 2: Quick Start Guide This is a quick start tutorial designed to show how to get started using BeetleboxCI and Vitis AI, in which we will cover the following:…
Complete Vitis AI tutorial with TensorFlow, Keras and BeetleboxCI
Part 1: Introduction Welcome to our multi part tutorial on using Vitis AI with TensorFlow, Keras and BeetleboxCI. This tutorial series is designed to teach the entire development process from…
Why use FPGAs for AI?
In our latest video we explain why there is so much excitement around using FPGAs for AI. https://youtu.be/l9vrt5SNYds Transcript: FPGAs have been around for decades but there has been renewed…
Sign Language Recognition: Hand Object detection using R-CNN and YOLO
For our introduction to neural networks on FPGAs, we used a variation on the MNIST dataset made for sign language recognition. It keeps the same 28x28 greyscale image style used…
Improving Convolutional Neural Networks: The weaknesses of the MNIST based datasets and tips for improving poor datasets
Introduction In our previous tutorial series, we looked at sign language recognition using the sign language MNIST dataset based off the original 1999 MNIST dataset, which is considered the “Hello…