Vitis AI Development Options
Develop Using Vitis AI Locally
Step 1: Download and install Vitis AI from Github
Step 2: Hardware platform setup
Embedded SoC: ZCU102/ZCU104 set up.
Alveo: U200/U250 set up | U50/U280 set up
Step 3: Run Vitis AI examples
Embedded SoC: ZCU102/ZCU104
Alveo: U200/U250 | U50/U280
Develop Using Vitis AI in the Cloud
Develop accelerated applications with Vitis AI in the Cloud – No local software installations or upfront purchase of hardware platforms necessary (pay-as-you-go). Log in and get started right away.
Beginner Resources
Introductory Webinar
In this webinar, go in-depth with the key components of Vitis AI and learn how to achieve adaptable and efficient AI inference on Xilinx hardware platforms.
Watch WebinarIntroductory Training
Access free comprehensive Vitis AI training courses when you sign up for the Xilinx Developer Program
Sign UpIntroductory Tutorial
This tutorial series will help to get you the lay of the land working with the Vitis AI toolchain and machine learning on Xilinx devices.
Start HereAdditional Resources
Get technical resources for developers as well as code samples for Vitis AI
Vitis AI Product Documentation
Beginners Start Here
Introduction to Vitis AI
This tutorial puts in practice the concepts of FPGA acceleration of Machine Learning and illustrates how to quickly get started deploying both pre-optimized and customized ML models on Xilinx devices.
Vitis AI Custom Embedded Platform Creation
In this module, we will create a custom Vitis embedded platform for ZCU104. It will be capable to run Vitis acceleration applications including Vitis-AI applications. Of course, general embedded software application can also run on this platform.
Intelligent Video Analytics ZCU104 ML Acceleration
This repository contains a reference design for the use of the Xilinx IVAS framework in a multi-channel machine learning system.
- Quantization and Pruning of AlexNet CNN trained in Caffe with Cats-vs-Dogs dataset (UG1336)
- MNIST Classification using Vitis? AI and TensorFlow (UG1337)
- Using DenseNetX on the Xilinx DPU Accelerator (UG1340)
- Deep Learning with Custom GoogleNet and ResNet in Keras and Xilinx Vitis AI (UG1381)
- FCN8 and UNET Semantic Segmentation with Keras and Xilinx Vitis AI (UG1445)
- Using DenseNetX on the Xilinx Alveo U50 Accelerator Card (UG1472)
- Vitis AI YOLOv4
- TensorFlow2 and Vitis AI design flow
- PyTorch flow for Vitis AI
- RF Modulation Recognition with TensorFlow 2
Watch various videos such as quick-take product introductions, tutorial walk-throughs and demos.
Curated articles form industry experts for all things Vitis AI
View all Vitis AI Articles >
Take a Vitis AI Training Course (On-Demand, Virtual, or Classroom)
Free Vitis AI Training Courses
Access free Vitis AI training course when you sign up for the Developer Program
Courses include:
Introduction to the Vitis AI Development Environment
Frameworks Supported by the Vitis AI Development Environment
Setting Up the Vitis AI Development Environment
Paid Courses
You can also visit our Xilinx Customer Training Center for additional Paid Courses
Overview
Learn how developers are using Xilinx technologies to accelerate their work. Learn from the tutorials, articles, and projects from the community.
Share your work (Github repo, Hackster.io link etc) with us at developer@xilinx.com and every month we will select projects to be featured on our developer site. Projects with be based on design features, performance, creativity, and originality.
Join the Developer Program
Joining the Xilinx Developer program gives you access to the resources necessary to build your applications successfully on all Xilinx platforms. Benefits of your membership include: Access to free training courses on Xilinx tools and platforms, Opportunities to showcase your projects and articles on the Xilinx Developer site, and much more!