Desarrollo de una red neuronal con conexión hacia adelante para clasificar íconos.
Informe de IA2 Realized for : Fabricio Gómez y Doménica Muñoz. Proyecto Integrador Interciclo – Desarrollo de una red neuronal con conexión hacia adelante para clasificar íconos. Basic concepts: The multilayer perceptron is an artificial neural network (ANN) made up of multiple layers, in such a way that it has the ability to solve problems that are not linearly separable, which is the main limitation of the perceptron (also called simple perceptron). Multilayer Neural Network. It is a generalization of the previous one, there is a set of intermediate layers between the input layer and the output layer (hidden layers). This type of network can be fully or partially connected(Figure 1). Figure 1. Multilayer Neural Network. 2. The program should load the images from the given data corpus (which contains 25 categories of animals: antelope, dog, kangaroo, tiger, etc.) considering that they are color images (RGB, Red, Green and Blue) of 150 x 150 pixels (approximate)...