MuseBox

FPGA Machine Learning based system for real-time AV Broadcasting applications

MuseBox is a real-time machine learning system designed for real-time AV Broadcasting applications.

It can work with live stream, for interactive or live applications, and it can work with local files, when you have a big amount of files to process and also when these files are not accessible outside the local network for legal reasons.

It is based on a ZynQ Xilinx FPGA Stack for the multimedia elaboration and for Machine Learning elaboration, also with ALVEO Xilinx technology for On-Premise elaboration.

You can also connect the core system to your  industrial system through a standard protocol like ZMQ, RabbitMQ or ROS protocol.

MuseBox supports Vitis AI 1.0+ .


MuseBox also supports WordPress integration for AI Application also on the cloud.

Musebox currently supports different applications (>30FPS, realtime):

FACE ANALYSIS

Face Detection
Face Detection
Face Recognition
Face Recognition With Mask
Face Recognition With Mask
Face Landmarking
Glass Detection
Glass Detection
Mask Detection
Mask Detection
Gender Detection
Gender Detection
Eyes And Blinking Detection
Eyes And Blinking Detection
Age Detection
Emotion Recognition

PEOPLE ANALYSIS

People Detection
People Direction and Tracking

AUDIO ANALYSIS

Audio Clustering
Audio Clustering
Audio Filtering
Audio Filtering
Audio Scene Classification
Audio Scene Classification
Audio Segmentation
Audio Segmentation

OBJECT DETECTION

Object Detection
Object Detection
Object Recognition
Object Recognition
Text Detection
Text Detection
Text Transcription (OCR)
Text Transcription (OCR)
Logo Detection
Logo Detection
Logo Recognition

MEDICAL ANALYSIS

Medical Segmentation
Medical Segmentation

Currently MuseBox is supported in different hardware devices:

PYNQ Z2 (Zynq 7000)

 

  • Extra low power
  • Extra low cost
  • Embedded solution

ZCU104 (Zynq Ultrascale+)

  • Low power
  • Video optimized
  • Embedded solution

ALVEO U200

  • Mid power (200W)
  • Max performances
  • Edge solution
  • Server deployable

ALVEO U50

  • Low power (75W)
  • High performance
  • Edge solution
  • Server deployable

VERSAL VCK190