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kvanhoey / conv2D_padding.py
Created January 15, 2020 16:49
Function to compute the amount of stride to add before and after the data arrays to obtain a 'same' convolution using a 'valid' convolution.
import math
import tensorflow as tf
import tensorflow.keras as keras
import tensorflow.keras.backend as K
def compute_amount_padding(L, F, S):
'''Compute the amount of padding to add prior to a 'valid' convolution to obtain
the same output size as for a 'same' convolution.
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