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January 24, 2023 Valentyn Boreiko, Maximilian Augustin

Opening the Black-Box of Deep Learning in Image Classification

Deep learning algorithms are very good at recognizing specific objects (e.g. a dog, a car) within an image ​(known as image classifiers)​. But how do they actually do that? Most often the mechanisms underlying an algorithm’s decision remain opaque. What if we could explain any ​such ​black-box algorithm intuitively and, by doing so, even learn from it?​
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