What is the default kernel-size, Zero-padding and stride for keras.layers.Conv2D?












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What are the default Kernel-Size, Zero-Padding, and Stride arguments in Conv2D (keras.layers.Conv2D)? What happens if these arguments are not specified?










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    What are the default Kernel-Size, Zero-Padding, and Stride arguments in Conv2D (keras.layers.Conv2D)? What happens if these arguments are not specified?










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      What are the default Kernel-Size, Zero-Padding, and Stride arguments in Conv2D (keras.layers.Conv2D)? What happens if these arguments are not specified?










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      What are the default Kernel-Size, Zero-Padding, and Stride arguments in Conv2D (keras.layers.Conv2D)? What happens if these arguments are not specified?







      tensorflow keras deep-learning conv-neural-network zero-padding






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      asked Nov 21 '18 at 9:59









      Abhishek SrikanthAbhishek Srikanth

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          You can find the documentation here: https://keras.io/layers/convolutional/



          In python you can give default values for parameters of a function, If you don't specify these parameters while calling the function, defaults are used instead.



          In the link above you'll find that Conv2D has the parameters:



          filters, kernel_size, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1, 1), activation=None, use_bias=True, kernel_initializer='glorot_uniform', bias_initializer='zeros', kernel_regularizer=None, bias_regularizer=None, activity_regularizer=None, kernel_constraint=None, bias_constraint=None


          only filters and kernel_size parameters must be given, others are optional or has default values next to them.






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            You can find the documentation here: https://keras.io/layers/convolutional/



            In python you can give default values for parameters of a function, If you don't specify these parameters while calling the function, defaults are used instead.



            In the link above you'll find that Conv2D has the parameters:



            filters, kernel_size, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1, 1), activation=None, use_bias=True, kernel_initializer='glorot_uniform', bias_initializer='zeros', kernel_regularizer=None, bias_regularizer=None, activity_regularizer=None, kernel_constraint=None, bias_constraint=None


            only filters and kernel_size parameters must be given, others are optional or has default values next to them.






            share|improve this answer




























              0














              You can find the documentation here: https://keras.io/layers/convolutional/



              In python you can give default values for parameters of a function, If you don't specify these parameters while calling the function, defaults are used instead.



              In the link above you'll find that Conv2D has the parameters:



              filters, kernel_size, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1, 1), activation=None, use_bias=True, kernel_initializer='glorot_uniform', bias_initializer='zeros', kernel_regularizer=None, bias_regularizer=None, activity_regularizer=None, kernel_constraint=None, bias_constraint=None


              only filters and kernel_size parameters must be given, others are optional or has default values next to them.






              share|improve this answer


























                0












                0








                0







                You can find the documentation here: https://keras.io/layers/convolutional/



                In python you can give default values for parameters of a function, If you don't specify these parameters while calling the function, defaults are used instead.



                In the link above you'll find that Conv2D has the parameters:



                filters, kernel_size, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1, 1), activation=None, use_bias=True, kernel_initializer='glorot_uniform', bias_initializer='zeros', kernel_regularizer=None, bias_regularizer=None, activity_regularizer=None, kernel_constraint=None, bias_constraint=None


                only filters and kernel_size parameters must be given, others are optional or has default values next to them.






                share|improve this answer













                You can find the documentation here: https://keras.io/layers/convolutional/



                In python you can give default values for parameters of a function, If you don't specify these parameters while calling the function, defaults are used instead.



                In the link above you'll find that Conv2D has the parameters:



                filters, kernel_size, strides=(1, 1), padding='valid', data_format=None, dilation_rate=(1, 1), activation=None, use_bias=True, kernel_initializer='glorot_uniform', bias_initializer='zeros', kernel_regularizer=None, bias_regularizer=None, activity_regularizer=None, kernel_constraint=None, bias_constraint=None


                only filters and kernel_size parameters must be given, others are optional or has default values next to them.







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                answered Nov 21 '18 at 10:14









                Mete Han KahramanMete Han Kahraman

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