首页 课程资源 Java     /    基于Java实现CNN,并附MNIST和语音(MFCC特征)性别识别示例。

基于Java实现CNN,并附MNIST和语音(MFCC特征)性别识别示例。

上传者: qq_40014195 | 上传时间:2025/2/14 17:58:03 | 文件大小:1.87MB | 文件类型:zip
基于Java实现CNN,并附MNIST和语音(MFCC特征)性别识别示例。
构建CNNLayerBuilderbuilder=newLayerBuilder();builder.addLayer(Layer.buildInputLayer(newSize(28,28)));builder.addLayer(Layer.buildConvLayer(6,newSize(5,5)));builder.addLayer(Layer.buildSampLayer(newSize(2,2)));builder.addLayer(Layer.buildConvLayer(12,newSize(5,5)));builder.addLayer(Layer.buildSampLayer(newSize(2,2)));builder.addLayer(Layer.buildOutputLayer(10));CNNcnn=newCNN(builder,50);运行MNIST数据集StringfileName="data/train.format";Datasetdataset=Dataset.load(fileName,",",784);cnn.train(dataset,100);Datasettestset=Dataset.load("data/test.format",",",-1);cnn.predict(testset,"data/test.predict");计算精度可以达到97.8%。
本软件ID:10392754

文件下载

资源详情

[{"title":"(24个子文件1.87MB)基于Java实现CNN,并附MNIST和语音(MFCC特征)性别识别示例。","children":[{"title":"cnn-master","children":[{"title":"src","children":[{"title":"test","children":[{"title":"resources","children":[{"title":"logback-test.xml <span style='color:#111;'>411B</span>","children":null,"spread":false}],"spread":true},{"title":"java","children":[{"title":"info","children":[{"title":"hb","children":[{"title":"cnn","children":[{"title":"utils","children":[{"title":"TimedTest.java <span style='color:#111;'>474B</span>","children":null,"spread":false},{"title":"TestArray.java <span style='color:#111;'>1.44KB</span>","children":null,"spread":false},{"title":"MathUtilsTest.java <span style='color:#111;'>3.82KB</span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":"DataSetTest.java <span style='color:#111;'>460B</span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}],"spread":true}],"spread":true}],"spread":true},{"title":"main","children":[{"title":"resources","children":[{"title":"logback.xml <span style='color:#111;'>1.11KB</span>","children":null,"spread":false}],"spread":true},{"title":"java","children":[{"title":"info","children":[{"title":"hb","children":[{"title":"ccn","children":[{"title":"main","children":[{"title":"CNNSpeech.java <span style='color:#111;'>1.64KB</span>","children":null,"spread":false},{"title":"CNNMnist.java <span style='color:#111;'>1.84KB</span>","children":null,"spread":false}],"spread":true}],"spread":true},{"title":"cnn","children":[{"title":"utils","children":[{"title":"ConcurentRunner.java <span style='color:#111;'>1.90KB</span>","children":null,"spread":false},{"title":"MathUtils.java <span style='color:#111;'>8.97KB</span>","children":null,"spread":false}],"spread":true},{"title":"core","children":[{"title":"CNN.java <span style='color:#111;'>14.58KB</span>","children":null,"spread":false},{"title":"Layer.java <span style='color:#111;'>5.75KB</span>","children":null,"spread":false}],"spread":true},{"title":"data","children":[{"title":"DataSet.java <span style='color:#111;'>3.63KB</span>","children":null,"spread":false}],"spread":true}],"spread":true}],"spread":true}],"spread":true}],"spread":true}],"spread":true}],"spread":true},{"title":"speech","children":[{"title":"test.predict <span style='color:#111;'>86B</span>","children":null,"spread":false},{"title":"test.label <span style='color:#111;'>86B</span>","children":null,"spread":false},{"title":"model","children":[{"title":"model.cnn <span style='color:#111;'>16.33KB</span>","children":null,"spread":false}],"spread":true},{"title":"test.format <span style='color:#111;'>30.38KB</span>","children":null,"spread":false},{"title":"train.format <span style='color:#111;'>141.08KB</span>","children":null,"spread":false}],"spread":true},{"title":"README.md <span style='color:#111;'>754B</span>","children":null,"spread":false},{"title":"mnist","children":[{"title":"test.format <span style='color:#111;'>41.87MB</span>","children":null,"spread":false},{"title":"readme.md <span style='color:#111;'>208B</span>","children":null,"spread":false},{"title":"train.format <span style='color:#111;'>17.97MB</span>","children":null,"spread":false}],"spread":true},{"title":"pom.xml <span style='color:#111;'>2.95KB</span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'>45B</span>","children":null,"spread":false}],"spread":true}],"spread":true}]

评论信息

免责申明

【好快吧下载】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【好快吧下载】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【好快吧下载】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,8686821#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明