Dependency Description

Table 1 Dependencies

Dependency

Function

Tensor

Unified input and output structure for NumPy data conversion, host/device conversion, and Python model inference.

Image

Input/output structure of DVPP, which can be converted into tensors.

Model

Used for model loading and inference.

ImageProcessor

Image processing class, which opens APIs for image encoding, decoding, resizing, cropping, and pasting.

VideoDecoder

Video decoding class, which opens video decoding APIs.

dvpp

Decodes, reads, and resizes DVPP images, which will be discarded soon. You are advised to use the ImageProcessor class.

log

Prints logs of different levels.

post

Contains multiple model postprocessing classes, such as ResNet-50 and YOLOv3.

Method for using dependencies:

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from mindx.sdk import base
from mindx.sdk.base import Image, Model, ImageProcessor, Size, post