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Search images with image featurization and pre-trained deep learning models
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README.md

image2image

Search images with image featurization and pre-trained deep learning models.

The provided R script performs an image to image search.

The solution makes use of Microsoft R Server (version 9.1.0) and MicrosoftML library. However, for development purpose the free Microsoft R Client is sufficient enough.

Install instructions:

Instructions how to install Microsoft R Client can be found for different platforms at:

https://docs.microsoft.com/en-us/r-server/install/r-server-install-supported-platforms

For Windows: https://docs.microsoft.com/en-us/r-server/r-client/install-on-windows

For Linux: https://docs.microsoft.com/en-us/r-server/r-client/install-on-linux

Make sure you add the following components that are installed as part of Microsoft R Client: pretrained models.

see also : https://docs.microsoft.com/en-us/r-server/install/microsoftml-install-pretrained-models

The MicrosoftML library includes the used Featurize Image transform:

https://docs.microsoft.com/en-us/r-server/r-reference/microsoftml/featurizeimage

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