33 lines
926 B
Python
33 lines
926 B
Python
from io import BytesIO
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from typing import Optional
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import cv2
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from PIL import Image
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FACE_DATA = 'haarcascade_frontalface_default.xml'
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face_cascade = cv2.CascadeClassifier(cv2.data.haarcascades + FACE_DATA)
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class Camera:
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capture: cv2.VideoCapture
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def __init__(self):
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self.capture = cv2.VideoCapture(0)
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def get_image(self) -> Optional[bytes]:
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return_code, image = self.capture.read()
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if not return_code:
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return None
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image_gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)
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faces = face_cascade.detectMultiScale(image_gray, 1.3, 5)
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for (x, y, w, h) in faces:
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image = cv2.rectangle(image, (x, y), (x+w, y+h), (255, 0, 0), 2)
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image_rgb = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
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jpg = Image.fromarray(image_rgb)
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byte_stream = BytesIO()
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jpg.save(byte_stream, 'JPEG')
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return bytes(byte_stream.getbuffer())
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