SAP Leonardo Machine Learning Foundation Features

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.

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.

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.

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

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. 

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

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.

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

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

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.