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Digit Recognition Kaggle

99.542 % accuarcy on test set

Approach

I used a pre-trained VGG16 model and replaced the fully connected layers with untrained layers while freezing the fully convolutional layers.

I made 5 % validation set for my hyper-parameters tuning data was augmented to be x10 MNIST, I trained 5 classifiers for 5 epochs and did majority voting.

The results from 3 classifiers is exactly the same as 5 classifiers on the testset :3

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