Created
February 1, 2020 17:58
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Get and parse exif data for an image.
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from PIL import Image | |
from PIL.ExifTags import TAGS | |
from PIL.ExifTags import GPSTAGS | |
import pprint | |
#get exif data from images | |
def get_exif(filename): | |
image = Image.open(filename) | |
image.verify() | |
return image._getexif() | |
#converted data into human readable with exif tags | |
def get_labeled_exif(exif): | |
labeled = {} | |
for (key, val) in exif.items(): | |
labeled[TAGS.get(key)] = val | |
return labeled | |
#get only gps information | |
def get_geotagging(exif): | |
geotagging = {} | |
for (idx, tag) in TAGS.items(): | |
if tag == 'GPSInfo': | |
if idx not in exif: | |
print("No EXIF geotagging found") | |
for (key, val) in GPSTAGS.items(): | |
if key in exif[idx]: | |
geotagging[val] = exif[idx][key] | |
return geotagging | |
#get DMS value from gps Exif data google search for 'DMS lat long' | |
def get_decimal_from_dms(dms, ref): | |
degrees = dms[0][0] / dms[0][1] | |
minutes = dms[1][0] / dms[1][1] / 60.0 | |
seconds = dms[2][0] / dms[2][1] / 3600.0 | |
if ref in ['S', 'W']: | |
degrees = -degrees | |
minutes = -minutes | |
seconds = -seconds | |
return round(degrees + minutes + seconds, 5) | |
def get_coordinates(geotags): | |
lat = get_decimal_from_dms(geotags['GPSLatitude'], geotags['GPSLatitudeRef']) | |
lon = get_decimal_from_dms(geotags['GPSLongitude'], geotags['GPSLongitudeRef']) | |
return (lat,lon) | |
exif = get_exif("greenPatta.jpg") | |
data = get_labeled_exif(exif) | |
activeTags = ['DateTime', 'DateTimeDigitized', 'ExifImageHeight', 'ExifImageWidth', 'Make', 'Model', 'Software', 'GPSInfo'] | |
dictWithActiveTags = { activeKey: data[activeKey] for activeKey in activeTags } | |
pprint.pprint(dictWithActiveTags) |
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place image in same directory as script and at line 51 replace "greenPatta.jpg" with image name.