DIGIT RECOGNITION APP

In our previous studies we extensively analyzed several Feedforward Neural Network configurations as well as several different Convolutional Neural Network structures.

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Our best model was the last one, with almost 1 million parameters, which we trained and achieved an accuracy of 99.54% over the test set.

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For these studies, the Python libraries tensorflow and keras were used. Now we apply the best model in tensorflowjs for predicting any digit the user can draw on the browser.