Zalando's MNIST fashion replacement

This repo is archived.

Zalando recently released an MNIST replacement. The issues with using MNIST are known but you can read about the dataset and their motivation here.

Training

python train.py

        --model         # specify model, (FashionSimpleNet, resnet18)
        --patience      # early stopping
        --batch_size    # batch size
        --nepochs       # max epochs
        --nworkers      # number of workers
        --seed          # random seed
        --data          # MNIST or FashionMNIST

Results

	FashionSimpleNet	ResNest18
MNIST	0.994	0.994
FashionMNIST	0.923	0.920