Created
July 2, 2021 11:01
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def get_model(dim = (224,224,3)): | |
keras.backend.clear_session() | |
model = keras.models.Sequential() | |
model.add(keras.layers.Conv2D(32,(3,3),activation='relu',input_shape=dim)) | |
model.add(keras.layers.Conv2D(32,(3,3),activation='relu',padding="valid",)) | |
model.add(keras.layers.MaxPooling2D((2,2))) | |
model.add(keras.layers.Dropout(.4)) | |
model.add(keras.layers.Conv2D(32,(5,5),activation='relu',padding="valid")) | |
model.add(keras.layers.MaxPooling2D((2,2))) | |
model.add(keras.layers.Dropout(.4)) | |
model.add(keras.layers.Conv2D(64,(5,5),activation='relu',padding="valid")) | |
model.add(keras.layers.MaxPooling2D((2,2))) | |
model.add(keras.layers.Dropout(.4)) | |
model.add(keras.layers.Conv2D(64,(5,5),activation='relu',padding="valid")) | |
model.add(keras.layers.MaxPooling2D((2,2))) | |
model.add(keras.layers.Dropout(.4)) | |
model.add(keras.layers.Flatten()) | |
model.add(keras.layers.Dropout(.4)) | |
model.add(keras.layers.Dense(2,activation='softmax')) | |
model.summary() | |
return model |
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