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视频分帧

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裴来凡
发布于 2022-05-29 10:36:29
发布于 2022-05-29 10:36:29
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代码语言:javascript
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import os  
import cv2  
videos_src_path="C:/Users/xpp/Desktop/"  
video_formats=[".mp4",".mov"]  
frames_save_path="C:/Users/xpp/Desktop/"  
width=320  
height=240  
time_interval=50  
def video2frame(video_src_path,formats,frame_save_path,frame_width,frame_height,interval):  
    videos=os.listdir(video_src_path)  
    def filter_format(x,all_formats):  
        if x[-4:] in all_formats:  
            return True  
        else:  
            return False  
    videos=filter(lambda x:filter_format(x,formats),videos)  
    for each_video in videos:  
        each_video_name=each_video[:-4]  
        os.mkdir(frame_save_path+each_video_name)  
        each_video_save_full_path=os.path.join(frame_save_path, each_video_name)+"/"   
        each_video_full_path = os.path.join(video_src_path, each_video)  
        cap=cv2.VideoCapture(each_video_full_path)  
        frame_index=0  
        frame_count=0  
        if cap.isOpened():  
            success=True  
        else:  
            success=False  
            print("读取失败!")  
        while(success):  
            success, frame=cap.read()  
            if frame_index%interval==0:  
                resize_frame=cv2.resize(frame,(frame_width,frame_height),interpolation=cv2.INTER_AREA)  
                cv2.imwrite(each_video_save_full_path+"%d.jpg"%frame_count,resize_frame)  
                frame_count+=1  
            frame_index+=1  
    cap.release()  
if __name__=='__main__':  
    video2frame(videos_src_path,video_formats,frames_save_path,width,height,time_interval)

算法:视频分帧是将视频分成一帧一帧来提取、展示、检索视频中的画面。

文献:D Standards. (1997). Digital video broadcasting (dvb) ; framing structure, channel coding and modulation for digital terrestrial television.

Carrillo, H. , Quiroga, J. , Zapata, L. , & Maldonado, E. . (2022). Automatic football video production system with edge processing. Machine Vision and Applications, 33(2), 1-14.

数据集:https://www.crcv.ucf.edu/data/UCF101.php

https://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database/#dataset

https://www.di.ens.fr/~laptev/actions/hollywood2/

本文参与 腾讯云自媒体同步曝光计划,分享自微信公众号。
原始发表:2022-05-10,如有侵权请联系 cloudcommunity@tencent.com 删除
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