Python AWS Rekognition: detect_faces and detect_text

main.py

import pprint
import boto3

from PIL import Image, ImageDraw

rek = boto3.client('rekognition')

with open('TestingZone/MonaLisa.jpg', 'rb') as f:
    image_bytes = f.read()

##########################################
response = rek.detect_labels(
    Image={
        'Bytes': image_bytes
    })
pprint.pprint(response)

##########################################
response = rek.detect_faces(
    Image={
        'Bytes': image_bytes
    },
    Attributes=['ALL'])
pprint.pprint(response)

##########################################
src = Image.open('TestingZone/MonaLisa.jpg')
draw1 = ImageDraw.Draw(src)
width, height = src.size
img = Image.new("RGB", src.size)
draw = ImageDraw.Draw(img)
img.paste(src, (0, 0))

for face in response["FaceDetails"]:
    for point in face["Landmarks"]:
        x = point["X"] * width
        y = point["Y"] * height
        r = 5
        draw.ellipse((x-r, y-r, x+r, y+r), fill="red")

img.save('TestingZone/MonaLisa-rek.jpg')


##########################################
with open('TestingZone/pike-st.jpg', 'rb') as f:
    image_bytes = f.read()

response = rek.detect_text(
    Image={
        'Bytes': image_bytes
    })
pprint.pprint(response)

src = Image.open('TestingZone/pike-st.jpg')
draw1 = ImageDraw.Draw(src)
width, height = src.size
img = Image.new("RGB", src.size)
draw = ImageDraw.Draw(img)
img.paste(src, (0, 0))

for text in response["TextDetections"]:
    points = [(point['X']*width, point['Y']*height) for point in text["Geometry"]["Polygon"]]
    points.append(points[0])
    draw.line(points, fill="red", width=9)

img.save('TestingZone/pike-st-rek.jpg')