How It Works#

The Visual Pipeline and Platform Evaluation Tool integrates with AI-based video processing pipelines to support hardware performance evaluation.

System Architecture Diagram

Workflow#

Data Ingestion: Video streams from live cameras or recorded files are provided and pipeline parameters are configured to match evaluation needs.

AI Processing: AI inference is applied using OpenVINO™ models to detect objects in the video streams.

Performance Evaluation: Hardware performance metrics are collected, including CPU/GPU usage and power consumption.

Visualization & Analysis: Real-time performance metrics are displayed on the dashboard to enable comparison of configurations and optimization of settings.