from PIL import Image, ImageDraw

import face_recognition

# Load the jpg file into a numpy array

image = face_recognition.load_image_file("img/test2.jpg")

# Find all facial features in all the faces in the image

face_landmarks_list = face_recognition.face_landmarks(image)

print("I found {} face(s) in this photograph.".format(len(face_landmarks_list)))

# Create a PIL imagedraw object so we can draw on the picture

pil_image = Image.fromarray(image)

d = ImageDraw.Draw(pil_image)

for face_landmarks in face_landmarks_list:

    # Print the location of each facial feature in this image

    for facial_feature in face_landmarks.keys():

        print("The {} in this face has the following points: {}".format(facial_feature, face_landmarks[facial_feature]))

    # Let's trace out each facial feature in the image with a line!

    for facial_feature in face_landmarks.keys():

        d.line(face_landmarks[facial_feature], width=5)

# Show the picture

pil_image.show()