Adapt Keras 2 API and remove redundant last BN/Relu - Githubissues

raghakot / keras-resnet

Residual networks implementation using Keras-1.0 functional API

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Adapt Keras 2 API and remove redundant last BN/Relu #39

Closed JihongJu closed 7 years ago

JihongJu commented 7 years ago

Adapt keras 2 API according to this blog #38

Changes: A. functional API:

Model.fit_generator:
- samples_per_epoch -> steps_per_epoch
- nb_epoch -> epochs
Model.init
- input -> inputs
- output -> outputs

B Convolutional layers:

Convolution2D -> Conv2D
- nb_filter -> filters
- nb_row, nb_col -> kernel_size
- subsample -> strides
- border_mode -> padding
- init -> kernel_initializer
- W_regularizer - > kernel_regularizer

B. BatchNormalization (remove mode)

C. Polling layers

border_mode -> padding

merge(inputs, mode='sum')-> add(inputs)