CNNSVM-master
所属分类：人工智能/神经网络/深度学习
开发工具：matlab
文件大小：17684KB
下载次数：349
上传日期：2016-03-31 15:12:54
上 传 者：
搁浅军
说明： 先利用卷及神经网络提取数据特征，再加svm进行分类
(The first use of volume and neural network feature extraction data, together with the classification svm)
文件列表:
CNNSVM (0, 2015-05-19)
CNNSVM\CNN.m (446, 2015-05-19)
CNNSVM\CNNSVM.m (1621, 2015-05-19)
CNNSVM\cnn-model (0, 2015-05-19)
CNNSVM\cnn-model\epoch10.mat (3305586, 2015-05-19)
CNNSVM\cnn (0, 2015-05-19)
CNNSVM\cnn\cnnapplygrads.m (575, 2015-05-19)
CNNSVM\cnn\cnnbp.m (2141, 2015-05-19)
CNNSVM\cnn\cnnff.m (1774, 2015-05-19)
CNNSVM\cnn\cnnnumgradcheck.m (3430, 2015-05-19)
CNNSVM\cnn\cnnsetup.m (2020, 2015-05-19)
CNNSVM\cnn\cnntest.m (193, 2015-05-19)
CNNSVM\cnn\cnntrain.m (845, 2015-05-19)
CNNSVM\cnn\test_example_CNN.m (981, 2015-05-19)
CNNSVM\cnn_predict.m (251, 2015-05-19)
CNNSVM\data (0, 2015-05-19)
CNNSVM\data\mnist_uint8.mat (14735220, 2015-05-19)
CNNSVM\epoch_by_epoch.m (495, 2015-05-19)
CNNSVM\feat-code (0, 2015-05-19)
CNNSVM\feat-code\compute_feature_dim.m (165, 2015-05-19)
CNNSVM\feat-code\compute_features.m (713, 2015-05-19)
CNNSVM\feat-code\compute_gradient.m (3168, 2015-05-19)
CNNSVM\feat-code\compute_gradient_features.m (1242, 2015-05-19)
CNNSVM\feat-code\compute_gradient_features.m~ (1242, 2015-05-19)
CNNSVM\feat-code\compute_sphog_features.m (1282, 2015-05-19)
CNNSVM\feat-code\concat_features.m (497, 2015-05-19)
CNNSVM\feat-code\cumsum2D.m (215, 2015-05-19)
CNNSVM\feat-code\get_sampling_grid.m (1335, 2015-05-19)
CNNSVM\feat-code\normalize_response.m (608, 2015-05-19)
CNNSVM\generate_cnn_feature.m (1815, 2015-05-19)
CNNSVM\svm (0, 2015-05-19)
CNNSVM\svm\Makefile (1240, 2015-05-19)
CNNSVM\svm\display_images.m (274, 2015-05-19)
CNNSVM\svm\libsvmread.c (4063, 2015-05-19)
... ...
### A novel hybrid CNN–SVM classifier for recognizing handwritten digits
* CNN.m 用来测试训练好的cnn模型,训练好的模型在cnn-model文件夹中
* CNNSVM.m 是cnn+svm的结合测试代码,cnn-model用的是pre-train的,epoch为10
* svmmnistfea.m 是SPHOG特征+svm分类器的,我在数据方面做了一点儿修改
* epoch_by_epoch.m 逐epoch来更新cnn模型
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