tensordecoders

Tensor decoders

(from GStreamer Bad Plug-ins)
Name Classification Description
classifiertensordecoder Tensordecoder classifiertensordecoder element
ssdobjectdetector Tensordecoder/Video Apply tensor output from inference to detect objects in video frames
ultralightfacedetectortensordec Tensordecoder/Video Detect tensor output from the inference of Ultra Light Face Detection to detect the faces in video frames.The original repository of the Ultra Light Face Detection is located at https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB.

Subpages:

classifiertensordecoder – Decode tensors output from classification model using common format. Tensor format must be: Dims: [batch-size, class_count] Datatype: float32

	Tensor [M,N]
		Batch 0   | Class 0 confidence level | ... | Class N-1 confidence level |
		...
		Batch M-1 | Class 0 confidence level | ... | Class N-1 confidence level |
	
In-memory tensor format:

	|Batch 0, Class 0 confidence level     |
	|Batch 0,           ...                |
	|Batch 0, Class N-1 confidence level   |
	|               ...                    |
	|Batch M-1, Class 0 confidence level   |
	|Batch M-1,           ...              |
	|Batch M-1, Class N-1 confidence level |

model

ssdobjectdetector – Apply tensor output from inference to detect objects in video frames

ultralightfacedetectortensordec – Detect tensor output from the inference of Ultra Light Face Detection to detect the faces in video frames.The original repository of the Ultra Light Face Detection is located at https://github.com/Linzaer/Ultra-Light-Fast-Generic-Face-Detector-1MB.

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