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#此py文件用于生成all_file.txt，此文件用来提取特征，可控制数据集每个类别的样本基数，
#用法示例
#create_train_test_list("/home/wjj/HDD/HDD/UCF-101/","train.list","test.list")
#其中，0.7是训练样本占总体样本的默认比例，50是默认的总体样本基数，可自行选择
import os
def create_all_file_list(basepath,allfile_list,video_number=50): #basepath是数据集的路径，inputlist文件名 outputprefix文件名，帧采样间隔
f_train_list = open(allfile_list,'w') #打开文件准备写入
classlist = os.listdir(basepath) #将basepath下的文件遍历并存入classlist
label = 0
classlist.sort() #按照类别的首字母排序
for classvar in classlist: #for数据集下的每个类
videodir = os.path.join('%s%s' % (basepath,classvar))
if os.path.isdir(videodir) == True: #判断该条目是否是文件夹
sample_number = 0
videolist = os.listdir(videodir) #将video条目存入videolist
videolist.sort()
#number_of_samples = len(videolist)
number_of_samples = video_number #样本基数为自定义数量
#train_samples_number = int(train_factor * number_of_samples) #控制训练样本的数量
#test_samples_number = int((1 - train_factor) * number_of_samples) #控制测试样本的数量
#print(train_samples_number,test_samples_number)
for videovar in videolist: #for每个类下的每个video
clipdir = os.path.join('%s/%s' % (videodir,videovar))
if os.path.isdir(clipdir) == True:
print("train",clipdir,label)
f_train_list.write('%s %s\n' % (clipdir,label))
sample_number += 1
if sample_number >= number_of_samples:
break
label=label+1
f_train_list.close()
create_all_file_list("/home/wjj/HDD/HDD/dataset_elec_oneplustwo/","all_file.list",200)
#create_train_test_list("/home/wjj/HDD/HDD/UCF-101/","train.list","test.list",[每类总样本数],[训练样本所占比例])
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Content source: wujinjun/C3D-tensorflow-vw
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