!pip install jovian --upgrade --quiet

# Let's start by importing all the required libraries

import os
import torch
import torchvision
import tarfile
import torch.nn as nn
import numpy as np
import torch.nn.functional as F
from torchvision.datasets.utils import download_url
from torchvision.datasets import ImageFolder
from torch.utils.data import DataLoader
import torchvision.transforms as tt
from torch.utils.data import random_split
from torchvision.utils import make_grid
import matplotlib.pyplot as plt

%matplotlib inline

project_name="sign-language-recognition"

# I have attached the dataset from my google drive where I had a collection of about 5000 colored handmade sign images.