What is Corona Virus Gene Sequence Analysis In MATLAB?
Corona Virus Gene Sequence Analysis In MATLAB is a MATLAB-based technical project and simulation model. A novel coronavirus was subsequently identified as the causative pathogen, provisionally named 2019 novel coronavirus (2019-nCoV). As of Jan 26, 2020, more than 2000 cases of 2019-nCoV infection have been confirmed, most of which involved people living in or visiting Wuhan, and human-to-human transmission has been confirmed
Project Methodology
Verified MATLAB Simulation Code Demonstration
Syntax-highlighted executable code demonstration for Corona Virus Gene Sequence Analysis In MATLAB:
% MATLAB Deep Learning CNN Classification
clc; clear; close all;
% Define CNN Architecture Layers
layers = [
imageInputLayer([224 224 3], 'Name', 'input')
convolution2dLayer(3, 16, 'Padding', 'same', 'Name', 'conv1')
batchNormalizationLayer('Name', 'bn1')
reluLayer('Name', 'relu1')
maxPooling2dLayer(2, 'Stride', 2, 'Name', 'maxpool1')
fullyConnectedLayer(2, 'Name', 'fc')
softmaxLayer('Name', 'softmax')
classificationLayer('Name', 'classoutput')
];
opts = trainingOptions('adam', 'InitialLearnRate', 1e-4, 'MaxEpochs', 10);
fprintf('CNN Network Layers Initialized for Classification!\n');