A Convolutional Neural Network, CNN in short, is a deep learning neural network designed to process data in the form of arrays, such as the images. Theorized around the 1990s, this architecture became popular in 2012 when AlexNet, a CNN model, outclassed the other algorithms in the ImageNet Challenge. Since then, Convolutional Neural Networks have been widely used in computer vision and they have reached remarkable performances in many visual applications such as image classification. The model’s core is the convolutional layer which performs convolutional operations across the previous layer array or on the input. CNNs work well in the hypothesis of input translation invariance and local connectivity.
Asif Razzaq is the CEO of Marktechpost Media Inc.. As a visionary entrepreneur and engineer, Asif is committed to harnessing the potential of Artificial Intelligence for social good. His most recent endeavor is the launch of an Artificial Intelligence Media Platform, Marktechpost, which stands out for its in-depth coverage of machine learning and deep learning news that is both technically sound and easily understandable by a wide audience. The platform boasts of over 2 million monthly views, illustrating its popularity among audiences.