Convert gvapython samples to standalone Python GStreamer elements usi…#777
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Convert gvapython samples to standalone Python GStreamer elements usi…#777
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…ng GstAnalytics API.
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Summary
Converts two
gvapython-based samples into standalone GStreamer Python elements using the GstAnalytics metadata API, as a step toward removinggvapythonelement support from the DLS project.Changes
New samples in
samples/gstreamer/gst_launch/python-elements/save_frames_with_ROI_only
gvaframesaver_py— customBaseTransformelement that readsGstAnalytics.ODMtddetection metadata and saves annotated frames to diskgvapython module=... class=FrameSaver function=process_frameface_detection_and_classification
gvaagelogger_py— customBaseTransformelement that readsGstAnalytics.ClsMtdclassification metadata and logs age values to filegvapythonelements (SSD post-proc, age/gender post-proc, age logger) withgvadetect+gvaclassify+gvaagelogger_pyKey design decisions
samples/gstreamer/python/smart_nvr(custom elements inplugins/python/)GstAnalyticsAPI (ODMtd,ClsMtd) instead ofgstgva.VideoFrameAPIplugins/toGST_PLUGIN_PATH— no external setup neededOther changes
samples/gstreamer/README.mdwith new sample entriessetenv.shto resolve script directory viadirnameinstead of$(pwd)Testing
face_detection_and_classification.sh— ~212 FPS on CPU, 3410+ age entries logged to/tmp/age_log.txtsave_frames_with_roi.sh— frames with bounding boxes saved tosaved_frames/pylintrc)