from PIL import Image, ImageDraw, ImageFont

from deepface import DeepFace

img_path = r"E:\yuxin\test-images\girl-16.jpg"

objs = DeepFace.analyze(
    img_path=img_path,
    actions=tuple([
        # 'age',
        # 'gender',
        # 'race',
        'emotion'
    ])
)
img = Image.open(img_path)
draw = ImageDraw.Draw(img)
for obj in objs:
    dominant_emotion = obj['dominant_emotion']
    print()
    x1 = obj['region']['x']
    y1 = obj['region']['y']
    x2 = obj['region']['x'] + obj['region']['w']
    y2 = obj['region']['y'] + obj['region']['h']
    draw.rectangle((x1, y1, x2, y2), outline=(255, 0, 0), width=2)
    text_label = dominant_emotion + ': %.2f' % obj['emotion'][dominant_emotion]
    text_size = int(obj['region']['h'] / 6)
    ft = ImageFont.truetype("/home/arial.ttf", text_size)
    draw.text((x1, y1 - text_size - 2), text_label, (255, 0, 0), font=ft)
img.show()