jshermeyer / rfsr Goto Github PK

Thankyou for your repo, I am new to this domain. I had some clarifications. I created the HR_images folder, what are the images that I need to store there? The xview data sample in your readme points to the research paper. and the actual dataset is huge. Is it that i have to put in HR_images folder? Or the one you gave in SampleImagery folder? the tif files.
I added the tif files and got this error when running this part
#Check to ensure the first dimension of the shapes match.
print(Train_TrainSet[0].shape)
print(Target_TrainSet[0].shape)

Error
IndexError Traceback (most recent call last)

in ()
1 #Check to ensure the first dimension of the shapes match.
----> 2 print(Train_TrainSet[0].shape)
3 print(Target_TrainSet[0].shape)

IndexError: list index out of range

Hey Jacob, great work!

I wanted to know whether the LR_Rasters=[] in last 2 cells ( inference cell, performance testing cell) of the notebook are of any use?

Also, I am working with jpegs, so replaced .tif with .jpeg. In the 2nd last cell, just after LR_Rasters=[] there's driver = gdal.GetDriverByName("GTiff"), is there any need to replace the GTiff here with JPEG? Although I did run and get output images, I am asking anyway.

Hi
Thank you for the amazing repo. Can you please share the model weight files that you used to produce the results in readme?

Dear Jshermeyer,
Your effort to develop such project is greatly appreciated.
I have only one simple or maybe clear question.
In line :
rf = joblib.load("/RF_Models/RF_2x_1Sigma_30cm_10percent_5x5PatchSize_Pad_100Depth_IA.pkl")
what is the model file?
is it the model which is saved in the past lines?
joblib.dump(rf, '/models/rfmodel1.pkl')

Dear Jshermeyer,
Thank for your hard working.
I have a question in 320th line:
Train_TrainSet, Train_TestSet, Target_TrainSet, Target_TestSet = train_test_split(Trains[0], Targets[0], test_size=0.1, train_size=0.1)
'Trains' and 'Targets' are not defined,Is this program unnecessary?