#Download and Setup Dataset we are going to use the Dog vs Cat Image classification dataset available on Kaggle. You can directly download the zip file using the link from the description or setup the Kaggle API on your system and use the following command to download the zip file.
mkdir ~/DogsvsCats
cd ~/DogsvsCats
mkdir data
cd data
kaggle competitions download -c dogs-vs-cats
unzip dogs-vs-cats.zip
unzip train.zip
unzip test1.zip
rm dogs-vs-cats.zip train.zip test1.zip
cd ..
tree -d
ls data/train/ -U | head -20
identify ./data/train/cat.0.jpg
Our project structure looks something like this
And the images are placed under the train directory and they look something like this
We can look into the brief details about any image sample.
