feature_extraction_output_type

The feature extraction model output structure.

Classes:

Name	Description
`FeatureExtractionOutputType`	The feature extraction model output type.

The feature extraction model output type.

The output should be part of one of following structures (without considering the batch dimension).

Attributes:

Name	Type	Description
`VECTOR`	`str`	Single vector of size d, describes d features.
`MATRIX`	`str`	Matrix of size N x d. No dependencies between each of the N individuals.
`TEMPORAL_MATRIX`	`str`	Matrix of size T x d, provides for T timestamps the description of each of the d features.
`IMAGE_MATRIX`	`str`	Matrix of size H x W, respectively the image height and width.
`IMAGE_TENSOR`	`str`	Matrix of size H x W x C, respectively the image height, width and channels.
`VIDEO_TENSOR`	`str`	Matrix of size K x H x W, respectively the video number of frames, height and width.