HEYVI: Visym Analytics for Visual AI
HEYVI is a python package for visual AI that provides systems and trained models for activity detection and object tracking in videos.
- Real time activity detection of the MEVA activity classes
- Real time visual object tracking in long duration videos
- Live streaming of annotated videos to youtube live
- Visual AI from RTSP cameras
pip install heyvi
v = heyvi.sensor.rtsp().framerate(5) T = heyvi.system.Tracker() with heyvi.system.YoutubeLive(fps=5, encoder='480p') as s: T(v, frame_callback=lambda im: s(im.pixelize().annotate()))
Create a default RTSP camera and GPU enabled object tracker, then stream the privacy preserving annotated video (e.g. pixelated bounding boxes with captions) to a YouTube live stream.
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