3、python 视频帧转图片
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2024-03-25 22:50:46
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背景:从视频中获取图片,进行数据标注,然后进行训练;
指定文件夹读取视频然后产生相应图片工具
# -*- coding: utf-8 -*-
import os
import cv2
import os.path
source_path=r'/home/ubuntu/video/'
destion_path=r'/home/ubuntu/image/'
rule=r'.mp4'
def get_files(path, rule):
all = []
for fpathe,dirs,fs in os.walk(path):
for f in fs:
filename = os.path.join(fpathe,f)
if filename.endswith(rule):
all.append(filename)
return all
b = get_files(source_path,rule)
for path_video in b:
vc = cv2.VideoCapture(path_video)
print (path_video)
(filepath, tempfilename) = os.path.split(path_video)
(filename, extension) = os.path.splitext(tempfilename)
print (filename)
c=0
rval=vc.isOpened()
while rval:
c = c + 1
rval, frame = vc.read()
if rval:
cv2.imwrite(destion_path+filename+str(c) + '.jpg', frame)
img = cv2.imread(destion_path+filename+str(c) + '.jpg')
rows,cols,chanel = img.shape
M = cv2.getRotationMatrix2D(((cols-1)/2.0,(rows-1)/2.0),180,1)
dst = cv2.warpAffine(img,M,(cols,rows))
cv2.imwrite(destion_path+filename+str(c) + '.jpg', dst)
print(c)
else:
break
vc.release()
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