视频人物识别双11促销活动

import cv2
import face_recognition

# 加载示例图片并学习如何识别它
image = face_recognition.load_image_file("example.jpg")
face_encoding = face_recognition.face_encodings(image)[0]

# 打开摄像头
video_capture = cv2.VideoCapture(0)

while True:
    # 抓取一帧视频
    ret, frame = video_capture.read()

    # 将视频帧转换为RGB格式
    rgb_frame = frame[:, :, ::-1]

    # 在视频帧中查找所有的人脸和人脸编码
    face_locations = face_recognition.face_locations(rgb_frame)
    face_encodings = face_recognition.face_encodings(rgb_frame, face_locations)

    for face_encoding in face_encodings:
        # 看看这个人脸是否与已知人脸匹配
        matches = face_recognition.compare_faces([face_encoding], known_face_encoding)

        name = "Unknown"

        # 如果找到匹配的人脸
        if True in matches:
            first_match_index = matches.index(True)
            name = "Known Person"

        # 在人脸周围画一个框
        for (top, right, bottom, left) in face_locations:
            cv2.rectangle(frame, (left, top), (right, bottom), (0, 0, 255), 2)

        # 在人脸下方写上名字
        cv2.putText(frame, name, (left + 6, bottom - 6), cv2.FONT_HERSHEY_SIMPLEX, 0.5, (255, 255, 255), 1)

    # 显示结果图像
    cv2.imshow('Video', frame)

    # 按q退出循环
    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

# 释放摄像头并关闭窗口
video_capture.release()
cv2.destroyAllWindows()