How to extract image metadata | Python Tutorial

In this lesson, we are going to learn how to use Python to extract image file metadata.

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Source Code:

import os
from PIL import Image
from PIL.ExifTags import TAGS
import pandas as pd

img_file = 'DSCF4025.jpg'

image = Image.open(img_file)

for tag, value in image._getexif().items():
    if tag in TAGS:
        print(TAGS[tag])
        exif[TAGS[tag]] = value


# list comprehension
exif = {TAGS[k]: v for k, v in image._getexif().items() if k in TAGS}

if 'GPSInfo' in exif:
    # to convert to Geodetic Coordinate
    geo_coodinate = '{0} {1} {2:.2f} {3}, {4} {5} {6:.2f} {7}'.format(
        exif['GPSInfo'][2][0][0],
        exif['GPSInfo'][2][1][0],
        exif['GPSInfo'][2][2][0] / exif['GPSInfo'][2][2][1],
        exif['GPSInfo'][1],
        exif['GPSInfo'][4][0][0],
        exif['GPSInfo'][4][1][0],
        exif['GPSInfo'][4][2][0] / exif['GPSInfo'][2][2][1],
        exif['GPSInfo'][3]
        )

    print(geo_coodinate)