Keras Applications¶
1.Keras 介绍¶
Keras Applications are deep learning models that are made available alongside pre-trained weights. These models can be used for prediction, feature extraction, and fine-tuning.
Weights are downloaded automatically when instantiating a model. They are stored at
~/.keras/models/.
Upon instantiation, the models will be built according to the image data format set in
your Keras configuration file at ~/.keras/keras.json. For instance, if you have set
image_data_format=channels_last, then any model loaded from this repository will
get built according to the TensorFlow data format convention, “Height-Width-Depth”.
- ~/.keras/models/
- ~/.keras/keras.json
2.目前可用的 App¶
- Xception
- EfficientNet B0 to B7
- VGG16 and VGG19
- ResNet and ResNetV2
- MobileNet and MobileNetV2
- DenseNet
- NasNetLarge and NasNetMobile
- InceptionV3
- InceptionResNetV2