def pil_to_array(pilImage):
if pilImage.mode in ('RGBA', 'RGBX'):
im = pilImage # no need to convert images in rgba format
else: # try to convert to an rgba image
try:
im = pilImage.convert('RGBA')
except ValueError:
raise RuntimeError('Unknown image mode')
x_str = im.tostring('raw', im.mode, 0, -1)
x = numerix.fromstring(x_str, numerix.UInt8)
x.shape = im.size[1], im.size[0], 4
return x
def pil_to_array( pilImage ):
if pilImage.mode in ('RGBA', 'RGBX'):
im = pilImage # no need to convert images in rgba format
else: # try to convert to an rgba image
try:
im = pilImage.convert('RGBA')
except ValueError:
raise RuntimeError('Unknown image mode')
x_str = im.tostring('raw',im.mode,0,-1)
x = numerix.fromstring(x_str,numerix.UInt8)
x.shape = im.size[1], im.size[0], 4
return x
def pil_to_array(pilImage):
if pilImage.mode == 'P': # convert from paletted
im = pilImage.convert('RGBX')
else:
im = pilImage
# There's a whole lotta conversion and copying going on
# here -- could it be optimized?
if im.mode in ('RGBA', 'RGBX'): n_channels = 4
elif im.mode == 'RGB': n_channels = 3
elif im.mode == 'L': n_channels = 1
else: raise RuntimeError('Unknown image mode')
x_str = im.tostring('raw', im.mode, 0, -1)
x = numerix.fromstring(x_str, numerix.UInt8)
if n_channels == 1:
x.shape = im.size[1], im.size[0]
else:
x.shape = im.size[1], im.size[0], n_channels
x = x.astype(numerix.Float32) / 255.0
return x
def pil_to_array( pilImage ):
if pilImage.mode == 'P': # convert from paletted
im = pilImage.convert('RGBX')
else:
im = pilImage
# There's a whole lotta conversion and copying going on
# here -- could it be optimized?
if im.mode in ('RGBA','RGBX'): n_channels = 4
elif im.mode == 'RGB': n_channels = 3
elif im.mode == 'L': n_channels = 1
else: raise RuntimeError('Unknown image mode')
x_str = im.tostring('raw',im.mode,0,-1)
x = numerix.fromstring(x_str,numerix.UInt8)
if n_channels == 1:
x.shape = im.size[1], im.size[0]
else:
x.shape = im.size[1], im.size[0], n_channels
x=x.astype(numerix.Float32)/255.0
return x