D.16: XAI for Unstructured Data: Difference between revisions
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• '''Short Description''': | • '''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''': | • '''Reference, URL''': https://www.uninova.pt/ | ||
• '''Applicable Business Category''': | • '''Applicable Business Category''': Manufacturing | ||
• '''Application in relevant Projects/Initiatives''': | • '''Application in relevant Projects/Initiatives''': yes, Circular TwAIn | ||
• '''Asset Type''': | • '''Asset Type''': Executable | ||
• '''AI Breadth''': | • '''AI Breadth''': ML | ||
• '''Learning Ability''': | • '''Learning Ability''': Neural Networks | ||
• '''Related technologies''': | • '''Related technologies''': N.A | ||
• '''Applicable Research Area''': | • '''Applicable Research Area''': Explainable AI | ||
• '''Applicable Technical Category''': | • '''Applicable Technical Category''': Machine learning | ||
• '''License Information | • '''License Information''': Open Source license | ||
• '''Related to circularity and sustainability''': | • '''Related to circularity and sustainability''': Yes | ||
• '''Audience''': | • '''Audience''': Manufacturers | ||
Go back to the '''[[AI portfolio of reference implementations]]''' | Go back to the '''[[AI portfolio of reference implementations]]''' | ||
Latest revision as of 09:52, 28 April 2025
• 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
Go back to the AI portfolio of reference implementations
