Created 3 years ago
Downloading the Dataset
We'll use the Oxford-IIIT Pets dataset from https://course.fast.ai/datasets . It is 37 category (breeds) pet dataset with roughly 200 images for each class. The images have a large variations in scale, pose and lighting.
!pip install jovian --upgrade --quiet
from torchvision.datasets.utils import download_url
download_url('https://s3.amazonaws.com/fast-ai-imageclas/oxford-iiit-pet.tgz', '.')
Downloading https://s3.amazonaws.com/fast-ai-imageclas/oxford-iiit-pet.tgz to ./oxford-iiit-pet.tgz
HBox(children=(FloatProgress(value=0.0, max=811706944.0), HTML(value='')))