“IsADirectoryError: [Errno 21] Is a directory: ” It is a file

Question

I already split the data into test and training set into the different folder. Now I need to load the patient data. Each patient has 8 images.

def load_datas         


        

Answer 1

It seems that ./data/preprocessed_data/train/Patient009969 is a directory, not a file.

os.listdir() returns both files and directories.

Maybe try using os.walk() instead. It treats files and directories separately, and can recurse inside the subdirectories to find more files in a iterative way:

data_paths = [os.path.join(pth, f) 
    for pth, dirs, files in os.walk(in_dir) for f in files]