Overview This notebook demonstrates the implementation of Convolutional Neural Networks (CNNs) to classify handwritten digits from the MNIST dataset. It includes two architectures: LeNet-5 and AlexNet ...

lenet_mnist_experiment_v3_logs/ ├── configs.py # Configurations ... main.py # Entry point for training + finetuning + eval ├── model.py # LeNet-5 model architecture ├── requirements.txt # pip ...

Convolution filters can detect an edge or enhance certain characteristics of an image. The chapter describes the LeNet architecture in more detail.

The gas station is an architectural typology that has undergone significant transformations since its inception. Initially, these structures were simple roadside refueling points designed for ...

Submissions are open until April 28 for proposals for the Exhibition and Activities of the 14th São Paulo International Architecture Biennale - Extremes: Architectures for an Overheated Planet.

With its radical buildings by Eliel Saarinen and Alvar Aalto, the Finnish capital is one of Europe’s most fascinating, if lesser-sung, design capitals. A view of the elegant Ullanlinna, Eira and ...