Keras Applications are premade architectures with pre-trained weights.
Modules
convnext
module: ConvNeXt models for Keras.
densenet
module: DenseNet models for Keras.
efficientnet
module: EfficientNet models for Keras.
efficientnet_v2
module: EfficientNet V2 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.
mobilenet_v3
module: MobileNet v3 models for Keras.
nasnet
module: NASNet-A models for Keras.
regnet
module: RegNet models for Keras.
resnet
module: ResNet models for Keras.
resnet50
module: Public API for tf.keras.applications.resnet50 namespace.
resnet_rs
module: ResNet-RS models for Keras.
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
ConvNeXtBase(...)
: Instantiates the ConvNeXtBase architecture.
ConvNeXtLarge(...)
: Instantiates the ConvNeXtLarge architecture.
ConvNeXtSmall(...)
: Instantiates the ConvNeXtSmall architecture.
ConvNeXtTiny(...)
: Instantiates the ConvNeXtTiny architecture.
ConvNeXtXLarge(...)
: Instantiates the ConvNeXtXLarge architecture.
DenseNet121(...)
: Instantiates the Densenet121 architecture.
DenseNet169(...)
: Instantiates the Densenet169 architecture.
DenseNet201(...)
: Instantiates the Densenet201 architecture.
EfficientNetB0(...)
: Instantiates the EfficientNetB0 architecture.
EfficientNetB1(...)
: Instantiates the EfficientNetB1 architecture.
EfficientNetB2(...)
: Instantiates the EfficientNetB2 architecture.
EfficientNetB3(...)
: Instantiates the EfficientNetB3 architecture.
EfficientNetB4(...)
: Instantiates the EfficientNetB4 architecture.
EfficientNetB5(...)
: Instantiates the EfficientNetB5 architecture.
EfficientNetB6(...)
: Instantiates the EfficientNetB6 architecture.
EfficientNetB7(...)
: Instantiates the EfficientNetB7 architecture.
EfficientNetV2B0(...)
: Instantiates the EfficientNetV2B0 architecture.
EfficientNetV2B1(...)
: Instantiates the EfficientNetV2B1 architecture.
EfficientNetV2B2(...)
: Instantiates the EfficientNetV2B2 architecture.
EfficientNetV2B3(...)
: Instantiates the EfficientNetV2B3 architecture.
EfficientNetV2L(...)
: Instantiates the EfficientNetV2L architecture.
EfficientNetV2M(...)
: Instantiates the EfficientNetV2M architecture.
EfficientNetV2S(...)
: Instantiates the EfficientNetV2S architecture.
InceptionResNetV2(...)
: Instantiates the Inception-ResNet v2 architecture.
InceptionV3(...)
: Instantiates the Inception v3 architecture.
MobileNet(...)
: Instantiates the MobileNet architecture.
MobileNetV2(...)
: Instantiates the MobileNetV2 architecture.
MobileNetV3Large(...)
: Instantiates the MobileNetV3Large architecture.
MobileNetV3Small(...)
: Instantiates the MobileNetV3Small architecture.
NASNetLarge(...)
: Instantiates a NASNet model in ImageNet mode.
NASNetMobile(...)
: Instantiates a Mobile NASNet model in ImageNet mode.
RegNetX002(...)
: Instantiates the RegNetX002 architecture.
RegNetX004(...)
: Instantiates the RegNetX004 architecture.
RegNetX006(...)
: Instantiates the RegNetX006 architecture.
RegNetX008(...)
: Instantiates the RegNetX008 architecture.
RegNetX016(...)
: Instantiates the RegNetX016 architecture.
RegNetX032(...)
: Instantiates the RegNetX032 architecture.
RegNetX040(...)
: Instantiates the RegNetX040 architecture.
RegNetX064(...)
: Instantiates the RegNetX064 architecture.
RegNetX080(...)
: Instantiates the RegNetX080 architecture.
RegNetX120(...)
: Instantiates the RegNetX120 architecture.
RegNetX160(...)
: Instantiates the RegNetX160 architecture.
RegNetX320(...)
: Instantiates the RegNetX320 architecture.
RegNetY002(...)
: Instantiates the RegNetY002 architecture.
RegNetY004(...)
: Instantiates the RegNetY004 architecture.
RegNetY006(...)
: Instantiates the RegNetY006 architecture.
RegNetY008(...)
: Instantiates the RegNetY008 architecture.
RegNetY016(...)
: Instantiates the RegNetY016 architecture.
RegNetY032(...)
: Instantiates the RegNetY032 architecture.
RegNetY040(...)
: Instantiates the RegNetY040 architecture.
RegNetY064(...)
: Instantiates the RegNetY064 architecture.
RegNetY080(...)
: Instantiates the RegNetY080 architecture.
RegNetY120(...)
: Instantiates the RegNetY120 architecture.
RegNetY160(...)
: Instantiates the RegNetY160 architecture.
RegNetY320(...)
: Instantiates the RegNetY320 architecture.
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.
ResNetRS101(...)
: Instantiates the ResNetRS101 architecture.
ResNetRS152(...)
: Instantiates the ResNetRS152 architecture.
ResNetRS200(...)
: Instantiates the ResNetRS200 architecture.
ResNetRS270(...)
: Instantiates the ResNetRS270 architecture.
ResNetRS350(...)
: Instantiates the ResNetRS350 architecture.
ResNetRS420(...)
: Instantiates the ResNetRS420 architecture.
ResNetRS50(...)
: Instantiates the ResNetRS50 architecture.
VGG16(...)
: Instantiates the VGG16 model.
VGG19(...)
: Instantiates the VGG19 architecture.
Xception(...)
: Instantiates the Xception architecture.