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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

DeepStreamOS: Spot the Unknown!

#artificialintelligenceMar-12-2023, 08:15:15 GMT

Convolutional Neural Networks (CNNs) have proven to be highly effective in achieving state-of-the-art results for visual recognition problems. However, their performance is limited when the train and test data distributions differ, and when new classes emerge. This is a significant issue in real-world scenarios where data evolves, and existing classes change. Traditional neural networks can only label instances with classes they have been trained on, and cannot identify unknown classes. This limitation can have serious consequences in safety-critical systems.

deepstreamo, neural network, unknown class, (5 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.52)

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