Jovian
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!pip install jovian --upgrade --quiet
!pip install opendatasets --upgrade --quiet

Find a dataset online

First, we will find our datasets for the project, it should be:

  • large enough but not be too large (less than 5Gb)
  • have enough variety
  • possible to build a good model
import shutil
import os
import torch

if os.path.exists('/content/intel-image-classification'):
    shutil.rmtree('/content/intel-image-classification')
import opendatasets as od
url = 'https://www.kaggle.com/puneet6060/intel-image-classification'
od.download(url)
3%|▎ | 11.0M/346M [00:00<00:03, 109MB/s]
Downloading intel-image-classification.zip to ./intel-image-classification
100%|██████████| 346M/346M [00:01<00:00, 251MB/s]