Machine Learning, Deep Learning, Artificial Intelligence, Data Science, Towards Data Science.
The network works by allowing maximum information (and gradient) flow at each layer by connecting every layer directly with every other layer. In this way, DenseNets exploit the potential of the network through feature reuse, which means there is no need to learn redundant feature maps. DenseNet