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Deep CV

Last updated Nov 14, 2024 Edit Source

DL is used in the domain of digital image processing to solve difficult problems (e.g.image colorization, classification, segmentation and detection). DL methods such as CNNs mostly improve prediction performance using big data and plentiful computing resources and have pushed the boundaries of what was possible. Problems which were assumed to be unsolvable are now solved with super-human accuracy (eg image classification). Since being reignited by Krizhevsky, Sutskever and Hinton in 2012, DL has dominated the domain ever since due to a substantially better performance compared to traditional methods.

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