Category Archive for : ‘Machine Learning’

What is MuseBox?

MuseBox is a software platform (Software + Hardware) based on FPGA for real-time analysis for audio and video streams.

MuseBox was created for AV Broadcasting applications, but it can be used for every multimedia system analysis.

Real-time computing is a computer science term for hardware and software systems subject to a “real-time constraint”, for example from event to system response. Real-time programs must guarantee a response within specified time constraints, often referred to as “deadlines”.

A MuseBox Demo photo

It can work with live streams (therefore coming from a video or peripheral source) of any size and resolution and with files

Introduction

DNNDK allows the productivity in deploying AI inference on Xilinx platforms. In fact, it provides a solution for deep neural network applications. So, in this article we will present the DNNDK tool for the FPGA integration of Deep Neural Network and Convolutional Neural Network.

Artificial Neural Networks

Artificial neural networks (ANN) or connectionist systems are computing systems similar to biological neural networks likes animal brains. In particular, such systems “learn” to perform tasks by considering examples, generally without being programmed with task-specific rules. At this point, you can get it to learn things, recognize