okay. So here are my labels as indices
all_labels = {
            'AnnualCrop'           : 0,
            'Forest'               : 1,
            'HerbaceousVegetation' : 2,
            'Highway'              : 3,
            'Industrial'           : 4,
            'Pasture'              : 5,
            'PermanentCrop'        : 6,
            'Residential'          : 7,
            'River'                : 8,
            'SeaLake'              : 9
            }

and I have uploaded my test images and the corresponding pickle file that contains their labels too.
https://drive.google.com/file/d/1HJ8auOSDAVNoV4Jll2izz8bMIAvJ3v0o/view?usp=sharing 5