In [1]:
#此py文件用于生成train.list和test.list，可控制数据集每个类别的样本基数，可控制训练和测试样本的比例
#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_train_test_list(basepath,train_list,test_list,video_number=200,train_factor=0.7): #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(train_list,'w') #打开文件准备写入
f_test_list = open(test_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)
videolist.sort()
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:
sample_number += 1
#print(clipdir)
if sample_number <= train_samples_number: #train
print("train",clipdir,label)
f_train_list.write('%s %s\n' % (clipdir,label))
else :
#print("test",clipdir,label)
f_test_list.write('%s %s\n' % (clipdir,label))
if sample_number >= number_of_samples:
break
label=label+1
f_test_list.close()
f_train_list.close()
create_train_test_list("/samba/HDD/UCF-10/","train_UCF10.list","test_UCF10.list",100,0.7)
#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])
train /samba/HDD/UCF-10/ApplyEyeMakeup/v_ApplyEyeMakeup_g01_c01 0
train /samba/HDD/UCF-10/ApplyEyeMakeup/v_ApplyEyeMakeup_g01_c02 0
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train /samba/HDD/UCF-10/BaseballPitch/v_BaseballPitch_g11_c01 6
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train /samba/HDD/UCF-10/BaseballPitch/v_BaseballPitch_g12_c01 6
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train /samba/HDD/UCF-10/Basketball/v_Basketball_g15_c02 7
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g01_c01 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g03_c01 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g03_c03 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g03_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g03_c06 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g04_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g04_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g04_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g04_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g05_c01 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g05_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g05_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g05_c06 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g06_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g06_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g06_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g06_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g07_c01 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g08_c04 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g09_c01 8
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train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g09_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g09_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g09_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g10_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g10_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g10_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g10_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g10_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g11_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g11_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g11_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g11_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g11_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g12_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g12_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g12_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g12_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g12_c05 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g13_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g13_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g13_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g13_c04 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g14_c01 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g14_c02 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g14_c03 8
train /samba/HDD/UCF-10/BasketballDunk/v_BasketballDunk_g14_c04 8
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g01_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g02_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g03_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g04_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g05_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g06_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g07_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g08_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c05 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c06 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g09_c07 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g10_c04 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c01 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c02 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c03 9
train /samba/HDD/UCF-10/BenchPress/v_BenchPress_g11_c04 9
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Content source: wujinjun/C3D-tensorflow-vw
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