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3 years ago

Deep Learning Project on CIFAR100 Dataset on fish images using Pytorch Convolutional Neural Networks

!pip install jovian --upgrade --quiet
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 torchvision.transforms import ToTensor
from torch.utils.data import random_split
from torchvision.utils import make_grid
import matplotlib
import matplotlib.pyplot as plt
%matplotlib inline

matplotlib.rcParams['figure.facecolor'] = '#ffffff'
# Project Title
project_name = 'course-project'

I have downloaded the dataset from the above link. Now I'm going to explore the files using the extactall function. It extracts all the files to work in with.