newton-activity-monitor-lens-on-video

You can extract activity patterns by running uploaded video files through Newton's activity monitor lens, which processes the video server-side and streams inference results via SSE for batch analysis and temporal event extraction.

No, the Newton activity monitor lens is not suitable for live webcam analysis. It is specifically built for server-side batch processing of pre-recorded video files, streaming results via SSE.

Batch video analysis requires a server-side environment that supports a video_file_reader component, SSE streaming capabilities, and a configurable lens pipeline to process uploaded videos and output real-time inference results.

Yes, the server-side video analysis pipeline supports flexible model parameters and video input configurations, allowing you to adjust the lens pipeline before processing uploaded video files and streaming results via SSE.

The best way to detect temporal events in pre-recorded videos is to upload the files to a server running Newton's activity monitor lens, which streams temporal event extraction results via SSE during batch processing.

You should avoid using this batch video analysis approach for live webcam feeds or real-time camera frame analysis, as it is strictly designed for processing pre-recorded video files uploaded to a server.