mscviplib 2.0.130828

Python Wrapper for Microsoft Custom Vision Image Processing Library (mscviplib)

mscviplib

An image preprocessing and augmentation module for use with CustomVision.ai machine learning models. See [Custom Vision Service](https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/) for background and details.

Installation

To install:

pip install mscviplib

Note that currently, this module only works (and is only useful) on Linux.

Usage

The main functions are:

• GetImageMetadata returns metadata object used with the subsequent preprocessing call.

• PreprocessForInferenceAsTensor Performs image preprocessing for inference. Returns [Channel x Height x Width] normalized float tensor.

• PreprocessForInferenceAsImage Performs image preprocessing for inference. Returns an image as RGB or BGR bytes.