This repository has been archived by the owner on Jul 10, 2023. It is now read-only.
v0.4.0-beta
Pre-release
Pre-release
Video Analytics Serving is a python package and microservice for deploying hardware optimized media analytics pipelines. It supports pipelines defined in GStreamer* or FFmpeg* media frameworks and provides APIs to discover, start, stop, customize and monitor pipeline execution. Video Analytics Serving is based on Intel® Distribution of OpenVINO™ Toolkit - DL Streamer and FFmpeg Video Analytics.
New and Changed in Release v0.4.0-beta
| Title | Description |
|---|---|
| Programmatic Input Sources and Destinations | Applications can now supply frames directly to pipelines and receive inference results. See the app_source_destination sample for more information. |
| Edge AI Extension Module | samples/lva_ai_extension contains a gRPC AI Extension for Live Video Analytics on IoT Edge by Microsoft*. |
| Model Download Tool | Introduction of Model Download Tool to fetch and organize deep learning models that power your pipelines. Models are downloaded at docker build time and may be stored/updated at a local or remote location. |
| Pipeline and Model Versioning | Pipeline and model versions are no longer restricted to integer values so can have more meaningful descriptions. |
| EdgeX Integration Sample | samples/edgex_bridge contains a sample demonstrating how to integrate video analytics with the Linux Foundation EdgeX Foundry. |
| Record and Playback Sample | samples/record_playback contains a sample demonstrating how to record incoming streams in parallel with inference and to playback results later. |
| Reduced Docker Build Time | Default docker builds use pre-built images from Docker Hub. All supported base images use Intel® distribution of OpenVINO™ Toolkit v2021.1. |
Known Issues
Known issues can be found as GitHub issues. If you encounter defects in functionality, please submit an issue.
| Description | Issue |
|---|---|
| Docker build fails if directory name contains spaces | #38 |
| dconf permissions | #45 |
Tested Base Images
Supported base images are listed in the Building Video Analytics Serving document.
* Other names and brands may be claimed as the property of others.