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In [7]:



    


import os, sys
import random
import numpy as np
import glob


DATA_PATH = "data/PKLot/PKLotSegmented/"

all_images = [DATA_PATH+i for i in os.listdir(DATA_PATH)] # use this for full dataset

PARKING_LIST = ["PUC"]
CONDITION_LIST = ["Sunny"]

PARKING_LIST = ["PUC", "UFPR04", "UFPR05"]
CONDITION_LIST = ["Cloudy", "Rainy", "Sunny"]



    











In [2]:



    


def browse_dirs():
    dir_list = []
    for park in PARKING_LIST:
        for cond in CONDITION_LIST:
            dirs = glob.glob(os.path.join(DATA_PATH, park, cond, '*'))
            print("There are %d subdirectories in %s" % (len(dirs), os.path.join(DATA_PATH, park, cond)))
            dir_list.append(dirs)

    return dir_list



    











In [3]:



    


SPLIT = np.array([0.5, 0.8])

def split_dirs(dir_list):
    split_list = []
    for dirs in np.array(dir_list):
        #print("Split indices %s" % ((len(dirs)*SPLIT).astype(int)))
        split_list.append(np.array_split(np.array(dirs), (len(dirs)*SPLIT).astype(int)))

    return split_list



    











In [4]:



    


def create_dirs(dir_list):
    symlinks_list = ['data/symlinks/train', 'data/symlinks/validation', 'data/symlinks/test']
    if not os.path.exists('data/symlinks'):
        os.mkdir('data/symlinks')
    for d in symlinks_list:
        if not os.path.exists(d):
            os.mkdir(d)
        if not os.path.exists(os.path.join(d, "Occupied")):
            os.mkdir(os.path.join(d, "Occupied"))
        if not os.path.exists(os.path.join(d, "Empty")):
            os.mkdir(os.path.join(d, "Empty"))

    for dirs in dir_list:
        for i, data in enumerate(dirs):
            for d in data:
                print(symlinks_list[i], len(d))
                occupied_list = glob.glob(os.path.join(d, "Occupied", "*.jpg"), recursive=True)
                empty_list = glob.glob(os.path.join(d, "Empty", "*.jpg"), recursive=True)
                print("Empty class in %s is: %d"%(d, len(empty_list)))
                print("Occupied class in %s is: %d"%(d, len(occupied_list)))
                create_symlinks(occupied_list, d, symlinks_list[i])
                create_symlinks(empty_list, d, symlinks_list[i])



    











In [5]:



    


def create_symlinks(file_list, root_path, sym_path):
    file = file_list
    for file in file_list:
        dst = file.replace(root_path, sym_path)
        src = file
        if not os.path.exists(os.path.abspath(dst)):
            os.symlink(os.path.abspath(src), os.path.abspath(dst))



    











In [8]:



    


create_dirs(split_dirs(browse_dirs()))



    


















    






There are 11 subdirectories in data/PKLot/PKLotSegmented/PUC/Cloudy
There are 8 subdirectories in data/PKLot/PKLotSegmented/PUC/Rainy
There are 25 subdirectories in data/PKLot/PKLotSegmented/PUC/Sunny
There are 15 subdirectories in data/PKLot/PKLotSegmented/UFPR04/Cloudy
There are 14 subdirectories in data/PKLot/PKLotSegmented/UFPR04/Rainy
There are 20 subdirectories in data/PKLot/PKLotSegmented/UFPR04/Sunny
There are 19 subdirectories in data/PKLot/PKLotSegmented/UFPR05/Cloudy
There are 8 subdirectories in data/PKLot/PKLotSegmented/UFPR05/Rainy
There are 25 subdirectories in data/PKLot/PKLotSegmented/UFPR05/Sunny
data/symlinks/train 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-16 is: 5382
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-16 is: 9114
data/symlinks/train 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-14 is: 14775
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-14 is: 125
data/symlinks/train 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-11-08 is: 4773
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-11-08 is: 11420
data/symlinks/train 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-12 is: 15398
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-12 is: 2
data/symlinks/train 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-05 is: 102
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-05 is: 898
data/symlinks/validation 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-31 is: 5553
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-31 is: 7945
data/symlinks/validation 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-13 is: 15063
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-13 is: 435
data/symlinks/validation 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-09-12 is: 1903
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-09-12 is: 3195
data/symlinks/test 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-11-11 is: 7881
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-11-11 is: 19
data/symlinks/test 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-09-28 is: 4039
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-09-28 is: 9158
data/symlinks/test 47
Empty class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-28 is: 15548
Occupied class in data/PKLot/PKLotSegmented/PUC/Cloudy/2012-10-28 is: 52
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-25 is: 2893
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-25 is: 10704
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-09-21 is: 3685
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-09-21 is: 5811
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-11 is: 6056
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-11 is: 12432
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-26 is: 4706
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-26 is: 11185
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-09-16 is: 2349
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-09-16 is: 51
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-11-09 is: 5094
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-11-09 is: 10997
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-11-10 is: 3092
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-11-10 is: 2901
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-23 is: 76
Occupied class in data/PKLot/PKLotSegmented/PUC/Rainy/2012-10-23 is: 1024
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-20 is: 5111
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-20 is: 9764
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-19 is: 4950
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-19 is: 8743
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-11 is: 956
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-11 is: 2615
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-27 is: 12742
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-27 is: 2857
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-07 is: 0
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-07 is: 176
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-27 is: 7
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-27 is: 1899
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-18 is: 5590
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-18 is: 9200
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-21 is: 1098
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-21 is: 2102
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-17 is: 2818
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-17 is: 3980
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-30 is: 0
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-30 is: 190
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-29 is: 1998
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-29 is: 2
data/symlinks/train 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-14 is: 3227
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-14 is: 7849
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-16 is: 11508
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-16 is: 392
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-12 is: 3235
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-12 is: 5764
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-11 is: 7595
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-11 is: 502
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-17 is: 4843
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-17 is: 9853
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-28 is: 1741
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-28 is: 57
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-10 is: 7427
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-10 is: 2573
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-20 is: 1012
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-20 is: 3388
data/symlinks/validation 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-13 is: 5414
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-13 is: 6985
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-15 is: 9973
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-09-15 is: 4819
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-15 is: 15278
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-15 is: 422
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-29 is: 4986
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-29 is: 11107
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-06 is: 0
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-11-06 is: 139
data/symlinks/test 46
Empty class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-09 is: 117
Occupied class in data/PKLot/PKLotSegmented/PUC/Sunny/2012-10-09 is: 1383
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-16 is: 186
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-16 is: 10
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-28 is: 3765
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-28 is: 42
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-22 is: 247
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-22 is: 2805
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-16 is: 2714
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-16 is: 1028
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-29 is: 52
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-29 is: 1569
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-20 is: 4424
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-20 is: 0
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-12 is: 4
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-12 is: 722
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-15 is: 1661
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-15 is: 660
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-15 is: 2057
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-15 is: 182
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-19 is: 4252
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2013-01-19 is: 4
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-14 is: 438
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-14 is: 3530
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-27 is: 1506
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-27 is: 110
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-17 is: 24
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-17 is: 900
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-29 is: 2856
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-29 is: 0
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-22 is: 3591
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Cloudy/2012-12-22 is: 46
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-21 is: 70
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-21 is: 42
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-28 is: 504
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-28 is: 0
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-16 is: 77
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-16 is: 124
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-21 is: 228
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-21 is: 751
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-08 is: 560
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-08 is: 0
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-11 is: 6
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-11 is: 554
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-07 is: 3
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-07 is: 160
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-26 is: 1406
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-26 is: 22
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-15 is: 223
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-15 is: 1
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-14 is: 262
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-14 is: 296
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-18 is: 952
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-18 is: 165
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-29 is: 504
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-29 is: 0
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-17 is: 800
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2013-01-17 is: 137
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-19 is: 12
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Rainy/2012-12-19 is: 99
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-16 is: 658
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-16 is: 2050
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-21 is: 892
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-21 is: 2155
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-22 is: 240
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-22 is: 1297
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-21 is: 289
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-21 is: 3303
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-29 is: 44
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-29 is: 712
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-08 is: 3280
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-08 is: 105
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-13 is: 140
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-13 is: 3815
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-18 is: 171
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-18 is: 3629
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-11 is: 85
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-11 is: 1229
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-12 is: 134
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-12 is: 2490
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-07 is: 305
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-07 is: 892
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-26 is: 2349
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-26 is: 59
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-24 is: 4368
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-24 is: 0
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-20 is: 201
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-20 is: 3487
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-23 is: 4368
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-23 is: 0
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-17 is: 196
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-17 is: 2544
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-25 is: 3752
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-25 is: 0
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-18 is: 2514
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-18 is: 478
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-17 is: 2179
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2013-01-17 is: 1231
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-19 is: 169
Occupied class in data/PKLot/PKLotSegmented/UFPR04/Sunny/2012-12-19 is: 2690
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-12 is: 5
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-12 is: 715
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-19 is: 276
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-19 is: 4842
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-16 is: 1640
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-16 is: 520
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-05 is: 225
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-05 is: 1415
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-02-26 is: 42
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-02-26 is: 2499
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-09 is: 5246
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-09 is: 633
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-03 is: 320
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-03 is: 0
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-02-22 is: 344
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-02-22 is: 536
data/symlinks/train 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-02 is: 320
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-02 is: 0
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-14 is: 572
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-14 is: 5306
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-17 is: 5798
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-17 is: 2
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-08 is: 58
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-08 is: 102
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-14 is: 1887
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-14 is: 353
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-20 is: 648
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-20 is: 3152
data/symlinks/validation 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-15 is: 894
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-15 is: 4897
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-13 is: 3264
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-04-13 is: 967
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-18 is: 633
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-18 is: 1407
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-12 is: 551
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-12 is: 3578
data/symlinks/test 50
Empty class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-13 is: 479
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Cloudy/2013-03-13 is: 2840
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-04-12 is: 246
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-04-12 is: 753
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-19 is: 367
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-19 is: 190
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-16 is: 806
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-16 is: 91
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-05 is: 16
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-05 is: 1342
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-02-26 is: 1
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-02-26 is: 79
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-20 is: 148
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-20 is: 1702
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-04-13 is: 1224
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-04-13 is: 16
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-13 is: 43
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Rainy/2013-03-13 is: 1905
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-12 is: 1338
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-12 is: 2302
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-16 is: 2260
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-16 is: 540
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-09 is: 1047
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-09 is: 4588
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-22 is: 921
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-22 is: 2677
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-05 is: 512
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-05 is: 2008
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-26 is: 19
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-26 is: 120
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-03 is: 5703
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-03 is: 0
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-28 is: 13
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-28 is: 387
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-10 is: 5915
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-10 is: 0
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-22 is: 891
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-22 is: 4387
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-02 is: 4829
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-02 is: 913
data/symlinks/train 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-06 is: 576
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-06 is: 5263
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-15 is: 826
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-15 is: 4691
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-11 is: 1132
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-11 is: 4588
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-01 is: 218
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-01 is: 342
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-14 is: 1293
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-14 is: 1947
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-23 is: 5262
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-23 is: 898
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-10 is: 1227
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-10 is: 4489
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-16 is: 367
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-04-16 is: 1752
data/symlinks/validation 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-18 is: 90
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-18 is: 3629
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-21 is: 903
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-21 is: 4936
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-11 is: 880
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-11 is: 4956
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-12 is: 21
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-12 is: 1658
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-24 is: 6056
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-02-24 is: 0
data/symlinks/test 49
Empty class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-13 is: 7
Occupied class in data/PKLot/PKLotSegmented/UFPR05/Sunny/2013-03-13 is: 513

















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