mendesthi/leoimg

SAP Leonardo Img Classification and Comparision app

Leoimg - An implementation of some SAP Leonardo Machine Learning APIs

This application implements some of the SAP Leonardo Machine Learning APIs for image processing.

Overview

• It is coded in NodeJ
• Can be deployed anywhere and I suggest to do it in the SAP Cloud Platform.
• It makes use of the Image Feature Extraction, Similarity Scoring and Image Classifier APIs

Installation in the Cloud

Clone this repository

$ git clone https://github.com/Ralphive/b1leo.git

Give a name to your app on the manifest.yml

From the root directory, using the Cloud Foundry CLI push your app to the SAP CP Cloud Foundry

$ cf push

It also requires a SAP Leonardo API Key which you can retrive AFTER login into the API Hub and clicking on GET API KEY.

$ cf set-env cfdemosummit18 LEO_API_KEY <YOUR API KEY>

Restart your application (so it can read the new environment variables)

$ cf restart <your app name set on the manifest.yml>

Access the app from the URL route shown in the terminal

Usage

There are two functionalities

• Find similar items: If you upload a shoe picture, it will give you a similar item in return. You can have your own comparision database by adding pictures to the /files/imgs folder.
• Categorize: It works with any kind of picture

Demo app

There is a sample implementation running here.

License

leoimg is released under the terms of the MIT license. See LICENSE for more information or see https://opensource.org/licenses/MIT.