In Python, how do I read the exif data for an image?
You can use the _getexif()
protected method of a PIL Image.
import PIL.Imageimg = PIL.Image.open('img.jpg')exif_data = img._getexif()
This should give you a dictionary indexed by EXIF numeric tags. If you want the dictionary indexed by the actual EXIF tag name strings, try something like:
import PIL.ExifTagsexif = { PIL.ExifTags.TAGS[k]: v for k, v in img._getexif().items() if k in PIL.ExifTags.TAGS}
You can also use the ExifRead module:
import exifread# Open image file for reading (binary mode)f = open(path_name, 'rb')# Return Exif tagstags = exifread.process_file(f)
For Python3.x and starting Pillow==6.0.0
, Image
objects now provide a "public"/official getexif()
method that returns a <class 'PIL.Image.Exif'>
instance or None
if the image has no EXIF data.
From Pillow 6.0.0 release notes:
getexif()
has been added, which returns anExif
instance. Values canbe retrieved and set like a dictionary. When saving JPEG, PNG or WEBP,the instance can be passed as anexif
argument to include any changesin the output image.
As stated, you can iterate over the key-value pairs of the Exif
instance like a regular dictionary. The keys are 16-bit integers that can be mapped to their string names using the ExifTags.TAGS
module.
from PIL import Image, ExifTagsimg = Image.open("sample.jpg")img_exif = img.getexif()print(type(img_exif))# <class 'PIL.Image.Exif'>if img_exif is None: print('Sorry, image has no exif data.')else: for key, val in img_exif.items(): if key in ExifTags.TAGS: print(f'{ExifTags.TAGS[key]}:{val}') # ExifVersion:b'0230' # ... # FocalLength:(2300, 100) # ColorSpace:1 # ... # Model:'X-T2' # Make:'FUJIFILM' # LensSpecification:(18.0, 55.0, 2.8, 4.0) # ... # DateTime:'2019:12:01 21:30:07' # ...
Tested with Python 3.8.8 and Pillow==8.1.0
.