how apply sliding window on the image to find certain object ?

1 visualizzazione (ultimi 30 giorni)
i am using a trained network to classify but i want to know how can i apply sliding window on the image to classify. my code is ..
clc; clear; close all;
%% load the network net= alexnet; layers=net.Layers;
%% create datastore
imds=imageDatastore('imagedata',... 'IncludeSubfolder',true,... 'LabelSource','foldernames');
%% Split datastore into training and test set
[trainset, testset]=splitEachLabel(imds,2000);
%% modify the last two layers of the network
layers(end-2)=fullyConnectedLayer(2); layers(end)=classificationLayer;
%% set the training options
opts=trainingOptions('sgdm',... 'InitialLearnRate',0.001,... 'ExecutionEnvironment','gpu',... 'MiniBatchSize',64,... 'Plots','training-progress','CheckpointPath','C:\Users\trainee2018167\Documents\MATLAB','MaxEpochs',20);
% 'ValidationData',validationImages,... %
%% train the network
[newnet1, info]=trainNetwork(trainset,layers,opts);
%% saving
save newnet;
%% Predict data on test image
% dtermine actual and predicted result
act=testset.Labels;
predict=classify(newnet1,testset);
can you tell me how can i do it!!!
  3 Commenti
Samir khan
Samir khan il 13 Ago 2018
use nfilter or blockpro for sliding window. These function automatically slides over the image.

Accedi per commentare.

Risposte (0)

Prodotti


Release

R2017b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by