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                                               ##################################
                                               #       Simple Number Reader     #
                                               #		using *TF*     #
                                               ##################################

		%This Code contains as ipynb File which is the source code for a Number Reader using Tensorflow and Keras.%
  • The Dataset used is MNIST Dataset which contains 28*28 sized Pictures of handwritten digits.

  • Building a Sequential model which contains 2 RNN layes and 2 Dense Layers.

  • Using LSTM from tf.keras.layers (Which is the cpu version, although you can use CuDNNLSTM if you have configured the tf_gpu, Link for that at the end).

  • My Saved model is NumReader.h5 which can be easily loaded using load_model from tf.keras.model

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Digit Reader using RNN with Tensorflow

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