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- 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')
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