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SPECTRO Visual Inspection Solution

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AI Powered Inspection - Enabling Superior Results

SPECTRO provides smarter visual inspections using HACARUS’ proprietary Sparse Modeling based AI technology.

Where traditional AVI / AOI systems are prone to false positives, SPECTRO excels and enables factory automation by vastly reducing the amount of reclassification needed by human inspectors.

What’s more, SPECTRO is able to train its AI models faster, with far less data – all the while, achieving more accurate results when compared with competing solutions. Inspection targets supported includes substrates, precision parts, metals and plastics among other materials.

SPECTRO Distributions

SPECTRO’s modular architecture supports multiple options for deployment and integration – easily adoptable to your use case.

Cloud

Cloud

Ideal for evaluation and model development – hosted in a secure cloud environment.

Native Library

Native Library

C++ implementations of SPECTRO Core inspection algorithms for easy system integration at maximum performance.

FA PC Embedded

FA PC Embedded

Embedded in production equipment or EDGE hardware, SPECTRO seamlessly interacts within a Factory Automation set-up.

Mobile

Mobile

Flexible solutions for inspection of drone images, construction sites or insurance use-cases.

FPGA

FPGA

An integrated SPECTRO module for deployment in edge environments – see COLIGO for more details.

Features

Heat Map

A Heat map visualization highlights the extend to which parts of an object are contributing to the inspection result – providing a transparent explainability of the results.

Auto-crop

Automatically recognizes the inspection object and separates it from the background – leading to precise prediction results even when the object placement differs.

IoU- and Anomaly Score

Indicates the likeliness of a defect and the precision of the located anomaly, allowing for efficient evaluation and tuning of inspection models.

Step by Step guide to SPECTRO

SPECTRO CORE

Visual Inspection AI for Manufacturing Machine Vendors

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