Subset of Imagenet Dataset for image classification

Question

I need an annotated dataset, subset of Imagenet, that includes square images of size: 224x224.

I tried Tiny Imagenet and Cifar-10, but they consist of quite smaller images and don't fit my needs.

Is there anything similar available? I cannot use the entire Imagenet dataset.

Note: Size doesn't have to be exact but similar.

Answer 1

You can also use the Imagenette and Imagewoof dataset. These two subsets of Imagenet were designed to be easy and hard to train on. https://github.com/fastai/imagenette

Answer 2

You can use Tiny ImageNet which has 200 classes. Each class has 500 training images, 50 validation images, and 50 test images. https://tiny-imagenet.herokuapp.com/