Code:
from PIL import Image
from PIL.ExifTags import TAGS
# path to the image or video
imagename = "image.jpg"
# read the image data using PIL
image = Image.open(imagename)
# extract EXIF data
exifdata = image.getexif()
# iterating over all EXIF data fields
for tag_id in exifdata:
# get the tag name, instead of human unreadable tag id
tag = TAGS.get(tag_id, tag_id)
data = exifdata.get(tag_id)
# decode bytes
if isinstance(data, bytes):
data = data.decode()
print(f"{tag:25}: {data}")
Output:
ExifVersion : 0220
ComponentsConfiguration :
ShutterSpeedValue : (1345, 100)
DateTimeOriginal : 2020:08:27 09:43:15
DateTimeDigitized : 2020:08:27 09:43:15
ApertureValue : (185, 100)
BrightnessValue : (930, 100)
ExposureBiasValue : (0, 10)
MaxApertureValue : (185, 100)
MeteringMode : 2
Flash : 0
FocalLength : (358, 100)
UserComment :
ColorSpace : 1
ExifImageWidth : 4128
SceneCaptureType : 0
SubsecTime : 0424
SubsecTimeOriginal : 0424
SubsecTimeDigitized : 0424
ExifImageHeight : 1908
ImageLength : 1908
Make : samsung
Model : SM-M305F
Orientation : 6
YCbCrPositioning : 1
ExposureTime : (1, 2786)
ExifInteroperabilityOffset: 944
XResolution : (72, 1)
FNumber : (190, 100)
SceneType :
YResolution : (72, 1)
ImageUniqueID : E13LLLI00PM E13LLMK03PA
ExposureProgram : 2
CustomRendered : 0
ISOSpeedRatings : 40
ResolutionUnit : 2
ExposureMode : 0
FlashPixVersion : 0100
ImageWidth : 4128
WhiteBalance : 0
Software : M305FDDU5CTF2
DateTime : 2020:08:27 09:43:15
DigitalZoomRatio : (0, 0)
FocalLengthIn35mmFilm : 27
Contrast : 0
Saturation : 0
Sharpness : 0
ExifOffset : 226
MakerNote : 0100 Z@P
How do I get the coordinate point details (latitude and longitude) from the image?
Using the module piexif (pip install piexif) you can get to the GPS information in the exif as follows.
from pprint import pprint
from PIL import Image
import piexif
codec = 'ISO-8859-1' # or latin-1
def exif_to_tag(exif_dict):
exif_tag_dict = {}
thumbnail = exif_dict.pop('thumbnail')
exif_tag_dict['thumbnail'] = thumbnail.decode(codec)
for ifd in exif_dict:
exif_tag_dict[ifd] = {}
for tag in exif_dict[ifd]:
try:
element = exif_dict[ifd][tag].decode(codec)
except AttributeError:
element = exif_dict[ifd][tag]
exif_tag_dict[ifd][piexif.TAGS[ifd][tag]["name"]] = element
return exif_tag_dict
def main():
filename = 'IMG_2685.jpg' # obviously one of your own pictures
im = Image.open(filename)
exif_dict = piexif.load(im.info.get('exif'))
exif_dict = exif_to_tag(exif_dict)
pprint(exif_dict['GPS'])
if __name__ == '__main__':
main()
result
{'GPSAltitude': (94549, 14993),
'GPSAltitudeRef': 0,
'GPSDateStamp': '2020:09:04',
'GPSDestBearing': (1061399, 5644),
'GPSDestBearingRef': 'T',
'GPSHPositioningError': (5, 1),
'GPSImgDirection': (1061399, 5644),
'GPSImgDirectionRef': 'T',
'GPSLatitude': ((12, 1), (34, 1), (1816, 100)),
'GPSLatitudeRef': 'N',
'GPSLongitude': ((99, 1), (57, 1), (4108, 100)),
'GPSLongitudeRef': 'E',
'GPSSpeed': (0, 1),
'GPSSpeedRef': 'K',
'GPSTimeStamp': ((13, 1), (2, 1), (4599, 100)),
'GPSVersionID': (2, 2, 0, 0)}
Here exif_to_tag translates exif codes to more readable tags.