2C (dimensionality reduction) + 2FC network 93.6% test acc, 0.6M parameters

zalandoresearch / fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/

MIT License

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2C (dimensionality reduction) + 2FC network 93.6% test acc, 0.6M parameters #149

Open dtoertei opened 5 years ago

dtoertei commented 5 years ago

Successfully reached >93% test set accuracy with this convnet (Conv2Dsimple2) without data augmentation. Used stratified 3-fold train, dropout, batch normalization and max norm.

Code and description is available here: https://github.com/dtoertei/fashion-mnist