The task of assigning a label to an image from a set of predefined categories.
The task of assigning a label to an image from a set of predefined categories. Was one of the first breakthroughs in deep learning — AlexNet won the ImageNet competition in 2012 and kicked off the modern AI era. Now considered a solved problem for most practical purposes.
Convolutional Neural Network.
The field of AI focused on enabling machines to interpret and understand visual information from images and video.
A massive image dataset containing over 14 million labeled images across 20,000+ categories.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
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