Alexnet-Tensorflow

Created this code for my M.Sc. research project

Alexnet

ALexnet Convulutional Neural Network architecture is implemented using Tensorflow (version: 2.4.0) and Keras Used on CIFAR 10 Dataset (32*32 dimension) with 3 chanels (RGB) Sequential Model is used 5 convulutional layers and 3 dense layers are implemented

Architecture

Data Preprocessing

From 50,000 training set, 5,000 data are selected for validation test 10,000 data are used for testing purpose Data Augmentation is implemented

Accuracy Matrix and Loss Matrix are implemented Confusion matrix with Normalization is also shown

Find on Details

Link 1: https://towardsdatascience.com/implementing-alexnet-cnn-architecture-using-tensorflow-2-0-and-keras-2113e090ad98

Link 2: https://www.youtube.com/watch?v=7LQSdPjWjdA