D.16: XAI for Unstructured Data

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• Short Description: The XAI for unstructured data is a software component that provides an explanation on how the object detecion algorithm is working in the form of heatmap. The output of the XAI for unstructured data (heatmap) shows the zones of the image that the algorithm is using for detecting and classifying a certain object. The software needs the AI model (NN) and the image to show how the model is behaving. It provides a REST API for uploading the image.

• Reference, URL: https://www.uninova.pt/

• Applicable Business Category: Manufacturing

• Application in relevant Projects/Initiatives: yes, Circular TwAIn

• Asset Type: Executable

• AI Breadth: ML

• Learning Ability: Neural Networks

• Related technologies: N.A

• Applicable Research Area: Explainable AI

• Applicable Technical Category: Machine learning

• License Information: Open Source license

• Related to circularity and sustainability: Yes

• Audience: Manufacturers


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