import mmcv
import matplotlib.pyplot as plt
from fastcore.basics import *
from fastai.vision.all import *
from fastai.torch_basics import *
666) set_seed(
= Path("/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/")
train_path = Path("/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/") label_path
= get_image_files(train_path)
imgNames = get_image_files(label_path) lblNames
imgNames,lblNames
((#5) [Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_7_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_3_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_6_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_2_12_RGB.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_5_12_RGB.tif')],
(#5) [Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_2_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_6_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_7_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_5_12_label.tif'),Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_3_12_label.tif')])
= os.path.split(lblNames[0])
pathName, fileName = os.path.splitext(fileName)[0]
prefix_name = os.path.splitext(fileName)[1] suffix_name
pathName,fileName,prefix_name,suffix_name
('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation',
'top_potsdam_2_12_label.tif',
'top_potsdam_2_12_label',
'.tif')
0] imgNames[
Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/top_potsdam_7_12_RGB.tif')
0] lblNames[
Path('/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/top_potsdam_2_12_label.tif')
= pathName+'/'+'mod_'+prefix_name+suffix_name
replaced_name replaced_name
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/5_labels_for_participants/validation/mod_top_potsdam_2_12_label.tif'
= glob.glob(
fileList r'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/*.tif', recursive=True)
len(fileList)
5
=0
countfor i in range(50):
for path in fileList:
= os.path.split(path)
pathName, fileName = os.path.splitext(fileName)[0]
prefix_name = os.path.splitext(fileName)[1]
suffix_name = pathName+'/mod'+str(i)+'_'+prefix_name+suffix_name
replaced_name print(replaced_name)
shutil.copy(path,replaced_name)+=1
countprint(count)
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod0_top_potsdam_5_12_RGB.tif'
5
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod1_top_potsdam_5_12_RGB.tif'
10
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod2_top_potsdam_5_12_RGB.tif'
15
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod3_top_potsdam_5_12_RGB.tif'
20
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod4_top_potsdam_5_12_RGB.tif'
25
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod5_top_potsdam_5_12_RGB.tif'
30
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod6_top_potsdam_5_12_RGB.tif'
35
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod7_top_potsdam_5_12_RGB.tif'
40
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod8_top_potsdam_5_12_RGB.tif'
45
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod9_top_potsdam_5_12_RGB.tif'
50
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod10_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod10_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod10_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod10_top_potsdam_3_12_RGB.tif'
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'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod48_top_potsdam_5_12_RGB.tif'
245
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_7_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_7_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_3_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_3_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_6_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_6_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_2_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_2_12_RGB.tif'
/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_5_12_RGB.tif
'/home/ubuntu/sharedData/swp/dlLab/fastaiRepository/fastai/data/rsData/kaggleOriginal/Potsdam/2_Ortho_RGB/validation/mod49_top_potsdam_5_12_RGB.tif'
250
turn the dataset to (18*100, 250,250): train/validation/test