def Convert(self, image):
"""
Arguments:
---------
image: an Image instance
Returns:
-------
an instance of Input
Description:
-----------
The *image* arguments has 2 attributes: *label* which indicates
the digit represented by the image, and *pixels* a matrix 14 x 14
represented by a list (first list is the first row, second list the
second row, ... ), containing numbers whose values are comprised
between 0 and 256.0. The function transforms this into a unique list
of 14 x 14 items, with normalized values (that is, the maximum possible
value should be 1).
"""
out = Input()
for lst in image.pixels:
for pixel in lst:
out.values.append(pixel / 256.0)
return out
def Convert(self, image):
"""
Arguments:
---------
image: an Image instance
Returns:
-------
an instance of Input
Description:
-----------
The *image* arguments has 2 attributes: *label* which indicates
the digit represented by the image, and *pixels* a matrix 14 x 14
represented by a list (first list is the first row, second list the
second row, ... ), containing numbers whose values are comprised
between 0 and 256.0. The function transforms this into a unique list
of 14 x 14 items, with normalized values (that is, the maximum possible
value should be 1).
"
new_pixels = [None for i in range(196)]
for i in range(14):
for j in range(14):
new_pixels[i*14+j] = image.pixels[i][j] / 256.0
"""
input = Input()
input.values = image.pixels
return input
def Convert(self, image):
outer = []
for i in image.pixels:
for j in i:
outer.append(j / 256.0)
inp = Input()
inp.values = outer
return inp
