jshermeyer / rfsr Goto Github PK
View Code? Open in Web Editor NEWRandom Forest Super-Resolution (RFSR)
Random Forest Super-Resolution (RFSR)
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?
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')
Hi
Thank you for the amazing repo. Can you please share the model weight files that you used to produce the results in readme?
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.
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