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image.py
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image.py
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import base64
import io
import numpy as np
import PIL.ExifTags
import PIL.Image
import PIL.ImageOps
def img_b64_to_arr(img_b64):
f = io.BytesIO()
f.write(base64.b64decode(img_b64))
img_arr = np.array(PIL.Image.open(f))
return img_arr
def img_arr_to_b64(img_arr):
img_pil = PIL.Image.fromarray(img_arr)
f = io.BytesIO()
img_pil.save(f, format='PNG')
img_bin = f.getvalue()
if hasattr(base64, 'encodebytes'):
img_b64 = base64.encodebytes(img_bin)
else:
img_b64 = base64.encodestring(img_bin)
return img_b64
def img_data_to_png_data(img_data):
with io.BytesIO() as f:
f.write(img_data)
img = PIL.Image.open(f)
with io.BytesIO() as f:
img.save(f, 'PNG')
f.seek(0)
return f.read()
def apply_exif_orientation(image):
try:
exif = image._getexif()
except AttributeError:
exif = None
if exif is None:
return image
exif = {
PIL.ExifTags.TAGS[k]: v
for k, v in exif.items()
if k in PIL.ExifTags.TAGS
}
orientation = exif.get('Orientation', None)
if orientation == 1:
# do nothing
return image
elif orientation == 2:
# left-to-right mirror
return PIL.ImageOps.mirror(image)
elif orientation == 3:
# rotate 180
return image.transpose(PIL.Image.ROTATE_180)
elif orientation == 4:
# top-to-bottom mirror
return PIL.ImageOps.flip(image)
elif orientation == 5:
# top-to-left mirror
return PIL.ImageOps.mirror(image.transpose(PIL.Image.ROTATE_270))
elif orientation == 6:
# rotate 270
return image.transpose(PIL.Image.ROTATE_270)
elif orientation == 7:
# top-to-right mirror
return PIL.ImageOps.mirror(image.transpose(PIL.Image.ROTATE_90))
elif orientation == 8:
# rotate 90
return image.transpose(PIL.Image.ROTATE_90)
else:
return image