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SAP Leonardo Machine Learning Foundation

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SAP Leonardo Machine Learning Foundation Features

Our enterprise-grade, cloud-based platform for machine learning enables simple consumption and tight integration with SAP software.

Custom Machine Learning Models

Deploy custom machine learning models or customize models with your own data.

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Bring your own model

If you have your own TensorFlow model you can easily import and deploy it on the SAP Leonardo Machine Learning Foundation. Once you have done this, you can publish your model as a web service and serve it for queries. SAP’s scalable, reliable and secure platform allows you to run your machine learning models in enterprise scenarios as well as serve critical business processes.

Customizable models

Pretrained machine learning (ML) services are a quick way to get started, but sometimes you might need an extra level of adaption. If this is the case, the customizable ML services are just right. You can easily tune existing models with your own training data and create custom models – classifying text contents or images, for example. All this can be done without special data science or ML knowledge.

Image Processing Services

Exploit visual content in pictures and photos. By making images searchable, a computer can automatically detect what is shown in pictures or find similar images.

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Customizable image classification

Use a prebuilt image classification model to analyze and tag pictures with generic categories, such as car or food types, or electronic products. Easily create your custom image classification based on your data. This enables the recognition of objects of your choice such as products or spare parts.

Customizable image object detection

Create a custom image object detection to recognize and locate your objects of interest in pictures. It also provides two prebuilt models for detecting faces and humans.

Customizable image feature extraction

Tailor image feature extraction to recognize fine-grained patterns, such as shapes or contours, in images. This service includes prebuilt models for generic images and facial recognition. You can use the results generated for searches or for finding pictures with similar content.

Optical character and scene text recognition

Process document scans and extract text and number data using optical character recognition (OCR). Extract the same information from images with arbitrary fonts, colors, or text orientation using scene text recognition technology.

Image segmentation

Enable the recognition of common consumer product packaging, such as cans or bottles, found in retail stores. This feature provides information such as the location and shape of detected objects and can be used for scenarios such as stock counting or planogram compliance.

Natural Language Processing Services

Translate and analyze natural language content that is stored in documents, Web sites, or e-mails and reveal its meaning.

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Topic detection

Extract topics and keywords from documents and assign the documents to the most relevant topics.

Customizable text classification

Use custom text data to create your own text classification service. For example, you can create a service to recognize the sentiment of product reviews or to assess the relevancy of legal documents or research papers.

Text feature extraction

Represent the content of a text document as a vector that can be used for retrieving similar documents.

Language detection

Leverage text recognition technology that detects the language of specific text.

Translation

Translate text into different languages. This is especially suited for SAP-related content such as software documentation, manuals or user interfaces to provide accurate terminology.

SAP Leonardo Machine Learning Foundation Features

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