yolov8tensordec

A tensor decoder for YOLO v8-v11 models.

Hierarchy

GObject
    ╰──GInitiallyUnowned
        ╰──GstObject
            ╰──GstElement
                ╰──GstBaseTransform
                    ╰──yolov8tensordec

Factory details

Authors: – Daniel Morin , Santosh Mahto

Classification: – Tensordecoder/Video

Rank – primary

Plugin – tensordecoders

Package – GStreamer Bad Plug-ins

Pad Templates

sink

video/x-raw:
        tensors: "tensorgroups\,\ yolo-v8-out\=\(/set\)\{\ \(caps\)\"tensor/strided\\\,\\\ tensor-id\\\=\\\(string\\\)yolo-v8-out\\\,\\\ dims\\\=\\\(int\\\)\\\<\\\ 1\\\,\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\,\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\ \\\>\\\,\\\ dims-order\\\=\\\(string\\\)row-major\\\,\\\ type\\\=\\\(string\\\)float32\"\ \}\;"

Presence – always

Direction – sink

Object type – GstPad

src

video/x-raw:

Presence – always

Direction – src

Object type – GstPad

Properties

box-confidence-threshold 

“box-confidence-threshold” gfloat

Boxes with a location confidence level inferior to this threshold will be excluded

Flags : Read / Write

Default value : 0.4

class-confidence-threshold 

“class-confidence-threshold” gfloat

Classes with a confidence level inferior to this threshold will be excluded

Flags : Read / Write

Default value : 0.4

iou-threshold 

“iou-threshold” gfloat

Maximum intersection-over-union between bounding boxes to consider them distinct.

Flags : Read / Write

Default value : 0.7

label-file 

“label-file” gchararray

Label file

Flags : Read / Write

Default value : NULL

max-detections 

“max-detections” guint

Maximum object/masks detections.

Flags : Read / Write

Default value : 100

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