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大小: 17.27M文件類型: .zip金幣: 1下載: 0 次發布日期: 2021-02-12
- 語言: Matlab
- 標簽: CNNSVM-maste??SVM??CNN??
資源簡介
先利用卷及神經網絡提取數據特征,再加svm進行分類
代碼片段和文件信息
clear?all;
close?all;
clc;
addpath?./data
addpath?./util
addpath?./cnn
addpath?./cnn-model
load?mnist_uint8;
load?epoch10.mat;
train_x?=?double(reshape(train_x‘282860000))/255;
test_x?=?double(reshape(test_x‘282810000))/255;
train_y?=?double(train_y‘);
test_y?=?double(test_y‘);
[er?predict?groundtruth]?=?cnn_predict(cnn?test_x?test_y);
disp(strcat(‘準確率為?‘num2str((1-er)*100)‘%‘))
C?=?confusionmat(groundtruth?predict)???
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????378??2020-10-27?08:10??CNNSVM-master\.gitattributes
?????文件?????????574??2020-10-27?08:10??CNNSVM-master\.gitignore
?????文件?????????446??2020-10-27?08:10??CNNSVM-master\CNNSVM\CNN.m
?????文件????????1621??2020-10-27?08:10??CNNSVM-master\CNNSVM\CNNSVM.m
?????文件?????????251??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn_predict.m
?????文件?????????495??2020-10-27?08:10??CNNSVM-master\CNNSVM\epoch_by_epoch.m
?????文件????????1815??2020-10-27?08:10??CNNSVM-master\CNNSVM\generate_cnn_feature.m
?????文件?????????392??2020-10-27?08:10??CNNSVM-master\CNNSVM\Readme.md
?????文件????????3478??2020-10-27?08:10??CNNSVM-master\CNNSVM\svmmnistfea.m
?????文件?????????575??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnnapplygrads.m
?????文件????????2141??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnnbp.m
?????文件????????1774??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnnff.m
?????文件????????3430??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnnnumgradcheck.m
?????文件????????2020??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnnsetup.m
?????文件?????????193??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnntest.m
?????文件?????????845??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\cnntrain.m
?????文件?????????981??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn\test_example_CNN.m
?????文件?????3305586??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn-model\epoch10.mat
?????文件?????????320??2020-10-27?08:10??CNNSVM-master\CNNSVM\cnn-model\readme.txt
?????文件????14735220??2020-10-27?08:10??CNNSVM-master\CNNSVM\data\mnist_uint8.mat
?????文件?????????713??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_features.m
?????文件?????????165??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_feature_dim.m
?????文件????????3168??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_gradient.m
?????文件????????1242??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_gradient_features.m
?????文件????????1242??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_gradient_features.m~
?????文件????????1282??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\compute_sphog_features.m
?????文件?????????497??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\concat_features.m
?????文件?????????215??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\cumsum2D.m
?????文件????????1335??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\get_sampling_grid.m
?????文件?????????608??2020-10-27?08:10??CNNSVM-master\CNNSVM\feat-code\normalize_response.m
?????文件?????????274??2020-10-27?08:10??CNNSVM-master\CNNSVM\svm\display_images.m
............此處省略39個文件信息
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