AI Based Object Redaction - GStreamer Plugin - rrfacedetector
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rrfacedetector
The rrfacedetector element performs detection of faces in a frame using an AI model. This element receives a video in RGBA as an input and returns a list of regions of interest (ROIs) as GstVideoRegionOfInterestMeta representing the faces in the frame.
Capabilities and properties
Below you will find an overview of the capabilities and properties of the element.
The full output of the command gst-inspect-1.0 rrfacedetector
is the following:
Factory Details:
Rank none (0)
Long-name GstCUDA Face Detector
Klass Filter/Effect/Video
Description Detect faces in frames
Author Melissa Montero <melissa.montero@ridgerun.com>
Plugin Details:
Name rrobjectredaction
Description Object redaction plugin
Filename /home/nvidia/rd/install_eval/lib/aarch64-linux-gnu/gstreamer-1.0/libgstrrobjectredaction.so
Version 0.1.0
License Proprietary
Source module rrobjectredaction
Binary package rrobjectredaction
Origin URL https://www.ridgerun.com/
GObject
+----GInitiallyUnowned
+----GstObject
+----GstElement
+----GstBaseTransform
+----GstCudaBaseFilter
+----GstRrFaceDetector
Pad Templates:
SRC template: 'src'
Availability: Always
Capabilities:
video/x-raw
format: RGBA
width: [ 1, 2147483647 ]
height: [ 1, 2147483647 ]
framerate: [ 0/1, 2147483647/1 ]
SINK template: 'sink'
Availability: Always
Capabilities:
video/x-raw
format: RGBA
width: [ 1, 2147483647 ]
height: [ 1, 2147483647 ]
framerate: [ 0/1, 2147483647/1 ]
Element has no clocking capabilities.
Element has no URI handling capabilities.
Pads:
SINK: 'sink'
Pad Template: 'sink'
SRC: 'src'
Pad Template: 'src'
Element Properties:
name : The name of the object
flags: readable, writable
String. Default: "rrfacedetector0"
parent : The parent of the object
flags: readable, writable
Object of type "GstObject"
qos : Handle Quality-of-Service events
flags: readable, writable
Boolean. Default: false