Fix EXIF orientation in API image loading

This commit is contained in:
Alon Burg 2024-02-29 10:07:15 +02:00
parent c8a5322d1f
commit 67d8dafe44
2 changed files with 51 additions and 0 deletions

View File

@ -86,6 +86,7 @@ def decode_base64_to_image(encoding):
response = requests.get(encoding, timeout=30, headers=headers)
try:
image = Image.open(BytesIO(response.content))
image = images.apply_exif_orientation(image)
return image
except Exception as e:
raise HTTPException(status_code=500, detail="Invalid image url") from e
@ -94,6 +95,7 @@ def decode_base64_to_image(encoding):
encoding = encoding.split(";")[1].split(",")[1]
try:
image = Image.open(BytesIO(base64.b64decode(encoding)))
image = images.apply_exif_orientation(image)
return image
except Exception as e:
raise HTTPException(status_code=500, detail="Invalid encoded image") from e

View File

@ -797,3 +797,52 @@ def flatten(img, bgcolor):
return img.convert('RGB')
# https://www.exiv2.org/tags.html
_EXIF_ORIENT = 274 # exif 'Orientation' tag
def apply_exif_orientation(image):
"""
Applies the exif orientation correctly.
This code exists per the bug:
https://github.com/python-pillow/Pillow/issues/3973
with the function `ImageOps.exif_transpose`. The Pillow source raises errors with
various methods, especially `tobytes`
Function based on:
https://github.com/wkentaro/labelme/blob/v4.5.4/labelme/utils/image.py#L59
https://github.com/python-pillow/Pillow/blob/7.1.2/src/PIL/ImageOps.py#L527
Args:
image (PIL.Image): a PIL image
Returns:
(PIL.Image): the PIL image with exif orientation applied, if applicable
"""
if not hasattr(image, "getexif"):
return image
try:
exif = image.getexif()
except Exception: # https://github.com/facebookresearch/detectron2/issues/1885
exif = None
if exif is None:
return image
orientation = exif.get(_EXIF_ORIENT)
method = {
2: Image.FLIP_LEFT_RIGHT,
3: Image.ROTATE_180,
4: Image.FLIP_TOP_BOTTOM,
5: Image.TRANSPOSE,
6: Image.ROTATE_270,
7: Image.TRANSVERSE,
8: Image.ROTATE_90,
}.get(orientation)
if method is not None:
return image.transpose(method)
return image