Learn practical skills, build real-world projects, and advance your career

Importing Libraries

!pip install jovian --upgrade --quiet
import jovian
import torch
import torchvision
import numpy as np
import pandas as pd
import os
import fastai
import matplotlib.pyplot as plt
import torch.nn as nn
import torchvision.transforms as tt
import torch.nn.functional as F
from torchvision import datasets, models
from torchvision.utils import make_grid
from torch.utils.data import Dataset, random_split, DataLoader
%matplotlib inline
project_name='malaria-cnn-basic'

Importing Data and Creating Relevant Datasets and Dataloaders

base_tfms = tt.Compose([tt.Resize((109,109)),
                        tt.ToTensor()])