NLP SmartVision

The natural language processing (NLP) SmartVision implements keyword spotting (KWS) on processing system (PS) and face detection, objectdetect, platedetect running on programmable logic (PL). It showcases keyword based dynamic switching between multiple tasks and modifying display properties.

Overview

• Introduction

Features

• Live audio capture from USB Microphone

• 1024x768 resolution images from a sensor

• DisplayPort and HDMI out

• User programmable Deep Learning models

Quick Start

• Setting up the Board and Application deployment

Tutorials

• Customizing AI Models used in the Application
• Building the Design components
• Building the Hardware design using Vivado
• Creating a Vitis Platform
• Integrating an overlay into the platform
• Building a Petalinux Image

Architecture

• Software Architecture - Platform
• Software Architecture - Accelerator
• Hardware Architecture - Platform
• Hardware Architecture - Accelerator

Other

• Debugging
• Known Issues

Xilinx Support

GitHub issues will be used for tracking requests and bugs. For questions, go to forums.xilinx.com.

License

Licensed under the Apache License, Version 2.0 (the “License”); you may not use this file except in compliance with the License.

You may obtain a copy of the License at apache.org/licenses/LICENSE-2.0.

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an “AS IS” BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.