Image processing workflows to help you detect anomalies in your production lines faster

Sympathy for Data lets you easily build powerful and reusable data analytics applications to help you quickly analyse image data with higher confidence for better production quality management.

Image analysis using ML
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Easy to get started no matter if you’re a beginner or an expert when working with data analytics tools.

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Includes a Python environment with a comprehensive library of data analysis components to get you started with Sympathy for Data as well as several Enterprise Toolkits.

Documentation

Extensive documentation to help you Extract, Transform and Load your data to get to the data-value faster.

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Interested in the enterprise grade version of Sympathy, including support, maintenance, advanced toolkits and licensing?

Image analysis

Create tailor-made image processing applications to help you monitor your specific use cases.

Powerful image processing

Powerful image processing

Seamlessly integrate image processing into your data workflows and visualise your results for improved decision-making.

Extract image data faster

Extract image data faster

Streamline the process of extracting valuable information from images, including text, objects, and patterns to identify production risks early on to avoid costly manufacturing down-time.

Get valuable insights

Get valuable image statistics

Sympathy for Data streamlines the process of extracting valuable information from images, including text, objects, and patterns.

Reading an analog clock using image analysis

Here we demonstrate how we used some basic image processing tools to read an analog clock in a controlled environment without machine learning or advanced algorithms.

Analog clock using ML

Use Sympathy for Data to

automate workflows icon

Automate testing & validation processes

detect data anomalies icon

Detect data anomalies

Preprocess data icon

Quick feedback loops when analysing data

Pre-process data icon

Preprocess data with Sympathy’s built-in ETL

Experiment with data icon

Experiment with the intuitive node-based UI

create better data-driven stories icon

Create better data-driven stories

Build and deploy predictive models icon

Build and deploy predictive models

Easily combine data from multiple sources icon

Easily combine data from multiple sources

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Features

A comprehensive library of components

A comprehensive library of components

An enormous library of components to help you hit the ground running.

A Beginner's Guide to Nodes and Workflows

A Beginner's Guide to Nodes and Workflows

Explore the basics of Sympathy, a powerful data analysis tool that simplifies complex workflows using configurable, interconnected nodes for seamless data processing and sharing.

ML analysis

ML analysis

Extract image data, statistics, convert images in a list into a row of features or even transform. The possibilities are endless.

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Sympathy seamlessly fits into your existing workflows.

Used by some of the industry's leading players

Volvo
Tetrapak
Alfdex
Haldex
Aurobay