音视频内容结构化分析双十一活动

import cv2
import speech_recognition as sr

# 视频处理
def process_video(video_path):
    cap = cv2.VideoCapture(video_path)
    while cap.isOpened():
        ret, frame = cap.read()
        if not ret:
            break
        # 这里可以添加图像识别的代码
        cv2.imshow('Frame', frame)
        if cv2.waitKey(1) & 0xFF == ord('q'):
            break
    cap.release()
    cv2.destroyAllWindows()

# 音频处理
def process_audio(audio_path):
    recognizer = sr.Recognizer()
    audio_file = sr.AudioFile(audio_path)
    with audio_file as source:
        audio_data = recognizer.record(source)
    try:
        text = recognizer.recognize_google(audio_data, language='zh-CN')
        print("识别结果: ", text)
    except sr.UnknownValueError:
        print("无法识别音频")
    except sr.RequestError as e:
        print(f"请求错误: {e}")

# 主函数
if __name__ == "__main__":
    video_path = 'example.mp4'
    audio_path = 'example.wav'
    process_video(video_path)
    process_audio(audio_path)