Interface Description

The interfaces of the PyTorch image operator are the same as those of PyTorch. Table 1 lists optimized interfaces. To facilitate adaptation, Interface Definition uses PyTorch function interfaces as examples.

**Table 1** Optimized interfaces
Interface	Description
normalize	Normalizes a tensor image using the mean and standard deviation.
permute	Changes the sequence of each dimension of a tensor so that the memory layout is continuous.
resize	Resizes an image. The Bilinear and Bicubic interpolation modes are optimized.
crop	Crops a rectangular region from an image or video frame.
write_video	Encodes a video frame array in tensor format and writes it to a video file.

Parent topic: PyTorch Image Operators