Keras Applications are canned architectures with pre-trained weights.
Modules
densenet
module: DenseNet models for Keras.
imagenet_utils
module: Utilities for ImageNet data preprocessing & prediction decoding.
inception_resnet_v2
module: Inception-ResNet V2 model for Keras.
inception_v3
module: Inception V3 model for Keras.
mobilenet
module: MobileNet v1 models for Keras.
mobilenet_v2
module: MobileNet v2 models for Keras.
nasnet
module: NASNet-A models for Keras.
resnet
module: ResNet models for Keras.
resnet50
module: Public API for tf.keras.applications.resnet50 namespace.
resnet_v2
module: ResNet v2 models for Keras.
vgg16
module: VGG16 model for Keras.
vgg19
module: VGG19 model for Keras.
xception
module: Xception V1 model for Keras.
Functions
DenseNet121(...)
: Instantiates the Densenet121 architecture.
DenseNet169(...)
: Instantiates the Densenet169 architecture.
DenseNet201(...)
: Instantiates the Densenet201 architecture.
InceptionResNetV2(...)
: Instantiates the Inception-ResNet v2 architecture.
InceptionV3(...)
: Instantiates the Inception v3 architecture.
MobileNet(...)
: Instantiates the MobileNet architecture.
MobileNetV2(...)
: Instantiates the MobileNetV2 architecture.
NASNetLarge(...)
: Instantiates a NASNet model in ImageNet mode.
NASNetMobile(...)
: Instantiates a Mobile NASNet model in ImageNet mode.
ResNet101(...)
: Instantiates the ResNet101 architecture.
ResNet101V2(...)
: Instantiates the ResNet101V2 architecture.
ResNet152(...)
: Instantiates the ResNet152 architecture.
ResNet152V2(...)
: Instantiates the ResNet152V2 architecture.
ResNet50(...)
: Instantiates the ResNet50 architecture.
ResNet50V2(...)
: Instantiates the ResNet50V2 architecture.
VGG16(...)
: Instantiates the VGG16 model.
VGG19(...)
: Instantiates the VGG19 architecture.
Xception(...)
: Instantiates the Xception architecture.