def sharpness_clean(imagelist,save_path,dis=40):
if not os.path.exists(save_path):
os.mkdir(save_path)
fr = open(imagelist,'r')
lines = fr.readlines()
num = 0;
for line in lines:
words = line.strip('\n').split('.')
suff = words[1]
new_filename = "%s%09d%s"%(save_path+'/',num,'.'+suff)
d = sharpness.detection(line.strip('\n'))
if d>dis:
shutil.copyfile(line.strip('\n'),new_filename)
num+=1
print u'清晰度清除已经完成，共保留%d张图片'%(num)
def sharpness_clean(imagelist, save_path, dis=40):
if not os.path.exists(save_path):
os.mkdir(save_path)
fr = open(imagelist, 'r')
lines = fr.readlines()
num = 0
for line in lines:
words = line.strip('\n').split('.')
suff = words[1]
new_filename = "%s%09d%s" % (save_path + '/', num, '.' + suff)
d = sharpness.detection(line.strip('\n'))
if d > dis:
shutil.copyfile(line.strip('\n'), new_filename)
num += 1
print u'清晰度清除已经完成，共保留%d张图片' % (num)
imagelist----保存图片路径的文件
out----保存特征文件的文件夹路径
'''
def ext_feature(proto,model,imagelist,out):
if not os.path.exists(out):
os.mkdir(out)
command_line = "%s %s %s %s %s"%("feature.exe","--proto="+proto,\
"--model="+model,"--imagelist="+imagelist,"--out="+out)
os.system(command_line)
print u'特征提取完毕'
if __name__ == "__main__":
vedio_path = 'E:/1-18/12mm/2.avi'
save_path = 'E:/practical_face/result/code/video/Output/Pictures'
suff = '.bmp'
a = sharpness.detection('E:/wu_test/pictures1/000000000.jpg')
print a
'''
pic_dath = 'E:/practical_face/result/code/video/Output/Pictures'
imagelist = 'E:/practical_face/result/code/video/Output/imagelist.txt'
save_path = 'E:/practical_face/result/code/video/Output/sharpness_clean'
text_process.creat_imagelist_NoLabel(pic_dath,imagelist)
sharpness_clean(imagelist,save_path,40)
'''
proto = 'C:/Users/Administrator/Desktop/model/net_deploy.prototxt'
model = 'C:/Users/Administrator/Desktop/model/net.caffemodel'
imagelist = 'E:/practical_face/result/code/video/Output/imagelist1.txt'
dir_path = 'E:/practical_face/result/code/video/Output/sharpness_clean'
out = 'E:/practical_face/result/code/video/Output/txt'
text_process.creat_imagelist_NoLabel(dir_path,imagelist)
def ext_feature(proto, model, imagelist, out):
if not os.path.exists(out):
os.mkdir(out)
command_line = "%s %s %s %s %s"%("feature.exe","--proto="+proto,\
"--model="+model,"--imagelist="+imagelist,"--out="+out)
os.system(command_line)
print u'特征提取完毕'
if __name__ == "__main__":
vedio_path = 'E:/1-18/12mm/2.avi'
save_path = 'E:/practical_face/result/code/video/Output/Pictures'
suff = '.bmp'
a = sharpness.detection('E:/wu_test/pictures1/000000000.jpg')
print a
'''
pic_dath = 'E:/practical_face/result/code/video/Output/Pictures'
imagelist = 'E:/practical_face/result/code/video/Output/imagelist.txt'
save_path = 'E:/practical_face/result/code/video/Output/sharpness_clean'
text_process.creat_imagelist_NoLabel(pic_dath,imagelist)
sharpness_clean(imagelist,save_path,40)
'''
proto = 'C:/Users/Administrator/Desktop/model/net_deploy.prototxt'
model = 'C:/Users/Administrator/Desktop/model/net.caffemodel'
imagelist = 'E:/practical_face/result/code/video/Output/imagelist1.txt'
dir_path = 'E:/practical_face/result/code/video/Output/sharpness_clean'
out = 'E:/practical_face/result/code/video/Output/txt'
text_process.creat_imagelist_NoLabel(dir_path, imagelist)
ext_feature(proto, model, imagelist, out)
