EN10 / KerasApplications

Using Keras models for image classification.

Keras Applications

• Keras Inception
• Keras Models
• neural networks 101

from tensorflow.keras.applications.[file] import *
[file]:
 'densenet',
 'efficientnet',
 'imagenet_utils',
 'inception_resnet_v2',
 'inception_v3',
 'mobilenet',
 'mobilenet_v2',
 'nasnet',
 'resnet',
 'resnet50',
 'resnet_v2',
 'vgg16',
 'vgg19',
 'xception'
 
 model = [MODEL](weights='imagenet')
 [MODEL]:
 'DenseNet121',
 'DenseNet169',
 'DenseNet201',
 'EfficientNetB0',
 'EfficientNetB1',
 'EfficientNetB2',
 'EfficientNetB3',
 'EfficientNetB4',
 'EfficientNetB5',
 'EfficientNetB6',
 'EfficientNetB7',
 'InceptionResNetV2',
 'InceptionV3',
 'MobileNet',
 'MobileNetV2',
 'NASNetLarge',
 'NASNetMobile',
 'ResNet101',
 'ResNet101V2',
 'ResNet152',
 'ResNet152V2',
 'ResNet50',
 'ResNet50V2',
 'VGG16',
 'VGG19',
 'Xception'

• https://keras.io/api/applications
• https://github.com/keras-team/keras-applications
• https://github.com/keras-team/keras-applications/tree/master/keras_applications