Awesome
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 |