classifiertensordecoder

threshold: Class confidence threshold labels_file: Path where to read class labels class_quark: Class labels quark representation postproc_result: Buffer for post-processing (softmax, uint8->float conversion) class_count: Class count do_softmax: Whether softmax needs to be applied (determined by negotiated caps)

Hierarchy

GObject
    ╰──GInitiallyUnowned
        ╰──GstObject
            ╰──GstElement
                ╰──GstBaseTransform
                    ╰──classifiertensordecoder

Factory details

Authors: – Daniel Morin

Classification: – Tensordecoder

Rank – secondary

Plugin – tensordecoders

Package – GStreamer Bad Plug-ins

Pad Templates

`sink`

video/x-raw:
        tensors: "tensorgroups\,\ classification-generic-out\=\(/set\)\{\ \(caps\)\"tensor/strided\\\,\\\ tensor-id\\\=\\\(string\\\)classification-generic-out\\\,\\\ dims\\\=\\\(int\\\)\\\<\\\ \\\[\\\ 0\\\,\\\ 1\\\ \\\]\\\,\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\ \\\>\\\,\\\ dims-order\\\=\\\(string\\\)row-major\\\,\\\ type\\\=\\\(string\\\)\\\{\\\ float32\\\,\\\ uint8\\\ \\\}\\\;\\\ tensor/strided\\\,\\\ tensor-id\\\=\\\(string\\\)classification-generic-out\\\,\\\ dims\\\=\\\(int\\\)\\\<\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\ \\\>\\\,\\\ dims-order\\\=\\\(string\\\)row-major\\\,\\\ type\\\=\\\(string\\\)\\\{\\\ float32\\\,\\\ uint8\\\ \\\}\"\ \}\;"
video/x-raw:
        tensors: "tensorgroups\,\ classification-generic-softmaxed-out\=\(/set\)\{\ \(caps\)\"tensor/strided\\\,\\\ tensor-id\\\=\\\(string\\\)classification-generic-softmaxed-out\\\,\\\ dims\\\=\\\(int\\\)\\\<\\\ \\\[\\\ 0\\\,\\\ 1\\\ \\\]\\\,\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\ \\\>\\\,\\\ dims-order\\\=\\\(string\\\)row-major\\\,\\\ type\\\=\\\(string\\\)\\\{\\\ float32\\\,\\\ uint8\\\ \\\}\\\;\\\ tensor/strided\\\,\\\ tensor-id\\\=\\\(string\\\)classification-generic-softmaxed-out\\\,\\\ dims\\\=\\\(int\\\)\\\<\\\ \\\[\\\ 1\\\,\\\ 2147483647\\\ \\\]\\\ \\\>\\\,\\\ dims-order\\\=\\\(string\\\)row-major\\\,\\\ type\\\=\\\(string\\\)\\\{\\\ float32\\\,\\\ uint8\\\ \\\}\"\ \}\;"

Presence – always

Direction – sink

Object type – GstPad

`src`

ANY

Presence – always

Direction – src

Object type – GstPad

Properties

class-confidence-threshold

“class-confidence-threshold” gfloat

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

Flags : Read / Write

Default value : 0.7

labels-file

“labels-file” gchararray

Path to a file containing class label. COCO format

Flags : Read / Write

Default value : NULL

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