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Importing Modules

import matplotlib.pyplot as plt
import cv2
import glob
import os
import random
import jovian

Note :

My model did not perform as I expected, If anybody tries this and got better metrics than me please feel free to share your knowledge!! After all, Knowledge is Sharing. right!!

Dataset :

You can download dataset from here https://drive.google.com/open?id=1wwXhV2pNJjGdC4dsMz3NQxfhojthUbeB

Data cleaning, naming and Data set Organising