cympfh / learning-by-association-MNIST

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Learning by association; Semi-supervised MNIST learning

This is an implementation of "Learning by Assocication" written with Keras. assoc.py execs semi-supervised learning of MNIST.

usage

Type make help.

Result

#labels Acc.(%)
100 96.00
10 90.30

The paper reported accuracy 99%+ can be performed with 100 labels (https://github.com/haeusser/learning_by_association/blob/master/semisup/mnist_train_eval.py). This project of mine couldn't achieved the accuracy...

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Language:Python 92.4%Language:Makefile 7.6%