Release Notes: Real-Time Scene Understanding#

Version 1.0.0#

Initial release of Real-Time Scene Understanding, a Docker Compose application for prompt-driven analysis of live RTSP camera streams.

New#

  • RTSP stream ingestion with low-latency browser playback over WebRTC.

  • Prompt-based frame alert detection using the Qwen3-VL-2B-Instruct VLM, with temporal deep analysis of video segments using Qwen3-VL-8B-Instruct as default.

  • Dashboard for stream management, live video, alert history, and incident details.

  • SeaweedFS-backed storage for analyzed video clips and alert artifacts.

  • Live system and inference performance metrics.

  • REST APIs for stream lifecycle management, alert retrieval, and frame-registry inspection.

Known Issues:

  • Helm support is not available in this version.

  • The sample application is not validated either on the Standalone or Developer Node versions of Edge Microvisor Toolkit.