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Digit/Letter Recognition

SOsoa314•Created August 15, 2021
Digit/Letter Recognition
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Instructions

Draw a numeric digit or an alphabet in the box, and click the "Recognize" button. The neural network will try to guess what you drew. Click the "Clear" button to start over. Note that the following alphabets are merged since they look very similar: C/c, I/i, J/j, K/k, L/l, M/m, O/o, P/p, S/s, U/u, V/v, W/w, X/x, Y/y, Z/z.

Description

I've achieved ≈87% accuracy on the EMNIST test dataset from TensorFlow Datasets. I've used TensorFlow to train the neural network, and TensorFlow Datasets to download the EMNIST dataset. Thanks to TensorFlow contributors.

Project Details

Project ID560732503
CreatedAugust 15, 2021
Last ModifiedAugust 16, 2021
SharedAugust 15, 2021
Visibilityvisible
CommentsAllowed