Accelerated Applications

Kria KV260 Vision AI Starter Kit User Guide (UG1089)

Document ID
UG1089
Release Date
2022-07-26
Revision
1.2 English

The Xilinx SOM platforms are enabled with a number of accelerated applications that can be dynamically installed on the SOM platform. The SOM starter Linux image is application agnostic and provides a set of utilities for pulling the hardware accelerated application examples from the SOM Linux package feeds.

Accelerated applications are software controllable, application-specific reference designs for AI developers, embedded developers, and system architects to customize and enhance the functionality through software control or updating the AI models. The following table outlines some featured accelerated applications available for the KV260 Starter Kit. Consider this list as a starting point because the SOM Getting Started web page contains the most up-to-date accelerated applications availability.

Table 1. KV260 Accelerated Applications
Name Description
Smart camera Configurable camera/sensor input options with hardware accelerated ML inference with face detection and other models that can be dynamically loaded. Inference information is outputted to a monitor or network via RTSP.
AI box-ReID Multi-stream IP camera RTSP inputs with hardware accelerated ML inference models supporting face detection and re-identification (ReID) models. Outputs are displayed to monitor.
Defect detection Hardware accelerated machine vision application as applied in defect detection.