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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 re-train machine learning 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

Re-trainable models

Pretrained Machine Learning services are a quick way to get started, but sometimes you need an extra level of flexibility and adaptation. If this is the case, the Re-trainable Machine Learning services for image classification are just right. You can upload your own training data via simple-to-use APIs and tailor the underlying ML model to identify your classes of objects such as products, spare parts, or components.

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.
  • Use image classification and feature extraction to automate service inspection or customer claim processes. Service technicians can quickly identify spare parts for broken products or components simply by taking a photo.  
  • Cumbersome searches through product catalogs are simplified for retailers – customers can now simply provide an image of what they want which the visual object recognition service will automatically match to the most similar items in the inventory. 
  • Digitise document scans, images from text contents or PDF files by extracting the text using Optical Character Recognition (OCR) service. You can also use ML services to recognise humans and detect or identify faces in pictures.

Natural Language Processing Services

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

You can classify text contents, extract keywords and detect the topics of your documents. In addition match and find similar documents. This allows a much easier organisation, search and retrieval. Gain insights and extract relevant topics from social media data or news feeds to detect what your customers are saying about your products. Meet the needs and expectations of your customers across the globe by translating texts into their languages.

Tabular and Time-series Processing Services

Analyse time-series data and discover the potential trends or changes in them.

Enable analysis of time-series data for forecasting purposes, as well as the timely detection of shifts in demand. This intelligent forecasting enables sales and logistic departments to react quickly to changes in sales demand or inventory stocks, and respond faster to meet customer requirements.

SAP Software Accessibility

Product Road Map

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