# Uncomment and run the appropriate command for your operating system, if required

# Linux / Binder / Windows (No GPU)
# !pip install numpy matplotlib torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

# Linux / Windows (GPU)
# pip install torch==1.7.1+cu110 torchvision==0.8.2+cu110 torchaudio==0.7.2 -f https://download.pytorch.org/whl/torch_stable.html
 
# MacOS (NO GPU)
# !pip install numpy matplotlib torch torchvision torchaudio

!pip install opendatasets --upgrade

import os
import opendatasets as od
import numpy as np

import torch
import torchvision
from torch.utils.data import random_split
from torch.utils.data.dataloader import DataLoader
import torch.nn as nn
import torch.nn.functional as F
from torchvision.datasets.utils import download_url
from torchvision.datasets import ImageFolder
from torchvision.transforms import ToTensor
from torchvision.utils import make_grid

import matplotlib
import matplotlib.pyplot as plt
%matplotlib inline

matplotlib.rcParams['figure.facecolor'] = '#ffffff'

project_name='zerotogans-project-intel-image-classification'