what is filter and kernel_size? [closed] Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern) 2019 Moderator Election Q&A - Questionnaire 2019 Community Moderator Election ResultsWhy do convolutional neural networks work?What are the pros and cons of zero padding in a convolution layer?Filter dimensionality in ConvNNsHow to check for dead relu neuronsCNN'S are what?TensorFlow: number of channels of conv1d filterSimple prediction with KerasValueError: Error when checking target: expected dense_2 to have shape (1,) but got array with shape (0,)Should I pad zero or mean value in a convolution neural network? What about reflective padding?Query regarding (.output_shape) parameters used in CNN modelNumpy Python deep learning framework
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what is filter and kernel_size? [closed]
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)
2019 Moderator Election Q&A - Questionnaire
2019 Community Moderator Election ResultsWhy do convolutional neural networks work?What are the pros and cons of zero padding in a convolution layer?Filter dimensionality in ConvNNsHow to check for dead relu neuronsCNN'S are what?TensorFlow: number of channels of conv1d filterSimple prediction with KerasValueError: Error when checking target: expected dense_2 to have shape (1,) but got array with shape (0,)Should I pad zero or mean value in a convolution neural network? What about reflective padding?Query regarding (.output_shape) parameters used in CNN modelNumpy Python deep learning framework
$begingroup$
For below line of code
model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'Same',
activation ='relu', input_shape = (28,28,1)))
Here, what does 'filers' and 'kernel_size' mean? or what is filter and kernel_size ?
machine-learning neural-network keras
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
$endgroup$
closed as too broad by thanatoz, Stephen Rauch♦, Ethan, Shamit Verma, oW_♦ Apr 3 at 15:35
Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. Avoid asking multiple distinct questions at once. See the How to Ask page for help clarifying this question. If this question can be reworded to fit the rules in the help center, please edit the question.
add a comment |
$begingroup$
For below line of code
model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'Same',
activation ='relu', input_shape = (28,28,1)))
Here, what does 'filers' and 'kernel_size' mean? or what is filter and kernel_size ?
machine-learning neural-network keras
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
$endgroup$
closed as too broad by thanatoz, Stephen Rauch♦, Ethan, Shamit Verma, oW_♦ Apr 3 at 15:35
Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. Avoid asking multiple distinct questions at once. See the How to Ask page for help clarifying this question. If this question can be reworded to fit the rules in the help center, please edit the question.
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
1
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15
add a comment |
$begingroup$
For below line of code
model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'Same',
activation ='relu', input_shape = (28,28,1)))
Here, what does 'filers' and 'kernel_size' mean? or what is filter and kernel_size ?
machine-learning neural-network keras
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
$endgroup$
For below line of code
model.add(Conv2D(filters = 32, kernel_size = (5,5),padding = 'Same',
activation ='relu', input_shape = (28,28,1)))
Here, what does 'filers' and 'kernel_size' mean? or what is filter and kernel_size ?
machine-learning neural-network keras
machine-learning neural-network keras
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
asked Apr 3 at 12:27
Vinay SharmaVinay Sharma
61
61
closed as too broad by thanatoz, Stephen Rauch♦, Ethan, Shamit Verma, oW_♦ Apr 3 at 15:35
Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. Avoid asking multiple distinct questions at once. See the How to Ask page for help clarifying this question. If this question can be reworded to fit the rules in the help center, please edit the question.
closed as too broad by thanatoz, Stephen Rauch♦, Ethan, Shamit Verma, oW_♦ Apr 3 at 15:35
Please edit the question to limit it to a specific problem with enough detail to identify an adequate answer. Avoid asking multiple distinct questions at once. See the How to Ask page for help clarifying this question. If this question can be reworded to fit the rules in the help center, please edit the question.
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
1
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15
add a comment |
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
1
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
1
1
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
Filters are used to extract features from images in the process of convolution.
filters: Integer, the dimensionality of the output space (i.e. the
number of output filters in the convolution).
kernel_size: An integer or tuple/list of 2 integers, specifying the
height and width of the 2D convolution window. Can be a single integer
to specify the same value for all spatial dimensions.
For detailed undestadning of filter and kernel_size, refer:
https://www.saama.com/blog/different-kinds-convolutional-filters/
https://keras.io/layers/convolutional/
answered Apr 3 at 13:12
PreetPreet
4585
$endgroup$
add a comment |
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
Filters are used to extract features from images in the process of convolution.
filters: Integer, the dimensionality of the output space (i.e. the
number of output filters in the convolution).
kernel_size: An integer or tuple/list of 2 integers, specifying the
height and width of the 2D convolution window. Can be a single integer
to specify the same value for all spatial dimensions.
For detailed undestadning of filter and kernel_size, refer:
https://www.saama.com/blog/different-kinds-convolutional-filters/
https://keras.io/layers/convolutional/
answered Apr 3 at 13:12
PreetPreet
4585
$endgroup$
add a comment |
$begingroup$
Filters are used to extract features from images in the process of convolution.
filters: Integer, the dimensionality of the output space (i.e. the
number of output filters in the convolution).
kernel_size: An integer or tuple/list of 2 integers, specifying the
height and width of the 2D convolution window. Can be a single integer
to specify the same value for all spatial dimensions.
For detailed undestadning of filter and kernel_size, refer:
https://www.saama.com/blog/different-kinds-convolutional-filters/
https://keras.io/layers/convolutional/
answered Apr 3 at 13:12
PreetPreet
4585
$endgroup$
add a comment |
$begingroup$
Filters are used to extract features from images in the process of convolution.
filters: Integer, the dimensionality of the output space (i.e. the
number of output filters in the convolution).
kernel_size: An integer or tuple/list of 2 integers, specifying the
height and width of the 2D convolution window. Can be a single integer
to specify the same value for all spatial dimensions.
For detailed undestadning of filter and kernel_size, refer:
https://www.saama.com/blog/different-kinds-convolutional-filters/
https://keras.io/layers/convolutional/
answered Apr 3 at 13:12
PreetPreet
4585
$endgroup$
Filters are used to extract features from images in the process of convolution.
filters: Integer, the dimensionality of the output space (i.e. the
number of output filters in the convolution).
kernel_size: An integer or tuple/list of 2 integers, specifying the
height and width of the 2D convolution window. Can be a single integer
to specify the same value for all spatial dimensions.
For detailed undestadning of filter and kernel_size, refer:
https://www.saama.com/blog/different-kinds-convolutional-filters/
https://keras.io/layers/convolutional/
answered Apr 3 at 13:12
PreetPreet
4585
answered Apr 3 at 13:12
PreetPreet
4585
answered Apr 3 at 13:12
PreetPreet
4585
answered Apr 3 at 13:12
PreetPreet
4585
4585
add a comment |
add a comment |
$begingroup$
Please refer older answers stackoverflow.com/questions/34831038/…
$endgroup$
– thanatoz
Apr 3 at 13:14
1
$begingroup$
Possible duplicate of Why do convolutional neural networks work?
$endgroup$
– thanatoz
Apr 3 at 13:15