分类：VGG16

2020
10-08

keras实现VGG16 CIFAR10数据集方式

我就废话不多说了，大家还是直接看代码吧！importkerasfromkeras.datasetsimportcifar10fromkeras.preprocessing.imageimportImageDataGeneratorfromkeras.modelsimportSequentialfromkeras.layersimportDense,Dropout,Activation,Flattenfromkeras.layersimportConv2D,MaxPooling2D,BatchNormalizationfromkerasimportoptimizersimportnumpyasnpfromkeras.layers.coreimportLambdafromkerasimpor... 继续阅读 >

2020
10-08

keras实现VGG16方式(预测一张图片)

我就废话不多说了，大家还是直接看代码吧~fromkeras.applications.vgg16importVGG16#直接导入已经训练好的VGG16网络fromkeras.preprocessing.imageimportload_img#load_image作用是载入图片fromkeras.preprocessing.imageimportimg_to_arrayfromkeras.applications.vgg16importpreprocess_inputfromkeras.applications.vgg16importdecode_predictionsmodel=VGG16()image=load_img('D:\\photo\\dog.jpg',target... 继续阅读 >

2020
10-08

利用PyTorch实现VGG16教程

我就废话不多说了，大家还是直接看代码吧~importtorchimporttorch.nnasnnimporttorch.nn.functionalasFclassVGG16(nn.Module):def__init__(self):super(VGG16,self).__init__()#3*224*224self.conv1_1=nn.Conv2d(3,64,3)#64*222*222self.conv1_2=nn.Conv2d(64,64,3,padding=(1,1))#64*222*222self.maxpool1=nn.MaxPool2d((2,2),padding=(1,1))#pooling64*112*112... 继续阅读 >