AITechnology

Improving Clustering with Adversarial Training (part 1/3)

Improving Clustering with Adversarial Training (part 1/3) Through recent advancements in Artificial Intelligence, it is being more and more adopted into all areas of people’s lives and businesses, ranging from a farmer’s cucumber classification to automated fashion image tagging. One of the many benefits of AI is the possibility of picking up on more fine-grained…

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AIBusinessintelligent automationTechnology

From LIME explanations to justifications (part 2/3)

This is the second part in a series of blog posts about my thesis project at BrainCreators. In the introductory part, I covered some basic concepts regarding AI explainability, the LIME algorithm, gave a short introduction to the python LIME library, and discussed some modifications of it I used during the project. In this part,…

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AIintelligent automationTechnology

Using LIME for image classification explainability (part 1/3)

This is the first part in a series of blog posts about my thesis project at BrainCreators.In this introductory part, I will cover some basic concepts regarding AI explainability, the LIME algorithm, give a short introduction to the python LIME library, and discuss some possible modifications of it. In the next part, I will show…

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